Event owner lens
Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 41/100, so the next move is to benchmark the weakest pillars before repeating the format.
broadcast-heavy conference agenda analysis
ESA Annual Meeting - Special Sessions - here
This broadcast-heavy conference in Technology / AI / Startup shows 50 visible agenda rows from events.rdmobile.com and scores 41/100: a moderate design signal with incomplete evidence. The clearest public signals sit in Learning Transfer and Participation Architecture; the main limits are Follow Through and Problem Specificity. Visible mechanisms include Participant work, Feedback, Network design, and Learning transfer. The public record does not show follow-up or tracking, so the score should be read as design... A practical reading: For a reader, this is a comparison record more than a model to copy: it reads as a broadcast-heavy conference, with the strongest visible signal in learning transfer and participation architecture and the biggest open question around follow through and problem specificity. The practical test is whether the published agenda connects the room to post-event continuation and evidence. This page is an original public-evidence analysis, not a copy of the source agenda or an endorsement of the event. The score places the visible agenda in the moderate design signal band. The strongest visible pillars are Learning Transfer, Participation Architecture, and Future-of-Work Fit; the thinnest visible pillars are Follow Through, Network Design, and Problem Specificity. Visible mechanisms include Participant work, Feedback, Network design, and Learning transfer. The extracted agenda preview includes 100 visible rows. The most common formats are Unknown, Presentation, and Training; the most common inferred purposes are Unknown, Knowledge Transfer, and Skill Building.
Eight-pillar fingerprint
Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.
Participation Architecture?57
Participation Architecture - 57/100. Participant work, contribution, interaction, and alternatives to passive broadcast.
Follow Through?5
Follow Through - 5/100. Owners, dates, commitments, progress checks, and accountability after the room.Missing: Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
Problem Specificity?32
Problem Specificity - 32/100. A clear costly problem, objective, decision, or performance target.Missing: Name the costly problem, decision, or performance target the gathering is meant to move.
Personalization?41
Personalization - 41/100. Role, path, goal, preparation, or connection tailoring for participants.
Network Design?32
Network Design - 32/100. Structured weak ties, bridge-building, mixers, and relationship persistence.Missing: Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.
Learning Transfer?71
Learning Transfer - 71/100. Applied practice, feedback, workplace use, refreshers, and 30-90 day transfer.
Evidence Maturity?45
Evidence Maturity - 45/100. Baseline, comparison, follow-up, isolation, and attribution confidence.
Future-of-Work Fit?52
Future-of-Work Fit - 52/100. Value against time, hybrid reality, accessibility, AI, and meeting load.
Fix the gaps
Field-tested exercises matched to this agenda's weakest pillars, from the exercise library.
Follow Through (5/100)
Exercises that strengthen it: Mental Toughness Workshop • WorkshopBank · 15% Solutions • WorkshopBank · Network Patches
Problem Specificity (32/100)
Exercises that strengthen it: 0 - “Two Person Scene” Theory · Challenge Axis - Knowmium: The Un-Training Consultancy · Fist to Five • WorkshopBank
Network Design (32/100)
Exercises that strengthen it: Fun Trust-Building Group Game for Team Connection - Izzat... · Exciting Group Trust Activity for Building Confidence... · PFP: September 2005
Agenda Preview
The actual agenda we captured. Every block is classified by format and purpose. Open any block to see how we read it; the colored edge shows whether it is participant work, broadcast, logistics, or a showcase.
Room vs wrapper
16 percent of the 100 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.
Participant workBroadcastShowcaseLogistics
all eventCurrently on the following page: SchedulePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventHide Past SessionsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventData Skills TrainingTrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
all eventContributed Poster SessionPoster sessionShowcase+
Format · ShowcasePoster sessionPresenters display work; attendees browse and ask questions. Some interaction, not structured work.
Evidence basisOutcome inferred from formatInferred from format
all eventLatebreaking Poster SessionPoster sessionShowcase+
Format · ShowcasePoster sessionPresenters display work; attendees browse and ask questions. Some interaction, not structured work.
Evidence basisOutcome inferred from formatInferred from format
all eventWorkshopWorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
10:30 AM - 11:30 AMSS 01 - Being Explicit About the Values and Responsibilities of Ecologists in the AnthropocenePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:30 AM - 11:30 AMSS 02 - CANCELLED - Creating New Pathways for Youth Conservation LeadersPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:30 AM - 11:30 AMSS 03 - Earth Systems Science for the Anthropocene (ESSA) Graduate Scholars Network - Transforming Graduate Education and Societal Impact Through Immersive and Interdisciplinary Learning OpportunitiesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:30 AM - 11:30 AMSS 04 - Fellowships and Awards as a First Step Towards a Career in Science Policy: A Panel with Q&APanelDiscussion+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:30 AM - 11:30 AMSS 05 - Kinder Science for Future Us: Doing Better Science TogetherPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventTags: Track: Communication and Engagement Track: Data Skills Training Session Type: Special SessionTrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
10:30 AM - 11:30 AMSS 06 - Toward Understanding and Anticipating Extreme Weather Effects on Biodiversity, Phenology, and EcosystemsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:30 AM - 11:30 AMSS 07 - Unlocking the Potential of Nature-Based Initiatives: Exploring Practical Approaches to Addressing Global ChallengesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 08 - Accessing Data from NASA’s First Biodiversity-Focused Airborne and Field Campaign, BioSCapePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventTags: Track: Data Skills Training Session Type: Special SessionTrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
11:45 AM - 1:15 PMSS 09 - Maximize Your 2024 Annual Meeting Experience: Orientation and Networking for Student AttendeesNetworkingRelationship building+
Format · LogisticsNetworkingUnstructured mixing. Can carry incidental connection, but is not scored as designed network work.
Evidence basisOutcome inferred from formatInferred from format
11:45 AM - 1:15 PMSS 10 - Strategic Collaboration among ESA’s Sections to Support Attainment of Global Sustainable Development Goals: Ideation and PlanningWorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
11:45 AM - 1:15 PMSS 11 - The Excellence in Ecology Scholars Network: Learning to Elevate the Human Dimension in EcologyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 12 - Transforming the Financial Sector for Nature, How Do We Do It? A Panel Session with the Private Sector on Corporate Disclosure Under the Global Biodiversity FrameworkPanelDiscussion+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:30 PM - 3:00 PMSS 13 - Minoritized Student Perspectives on What Support Looks Like in Ecology - A Reassessment of Recruitment and RetentionPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:30 PM - 3:00 PMSS 14 - US Nature Town HallPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 5:00 PMSS 15 - Data Dialogues: Towards Deep Indexing of Ecological Survey and Trap DataPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:00 AM - 11:30 AMSS 16 - Collaborative of Native Nations for Climate Transformation and Stewardship (CNNCTS)WorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
10:00 AM - 11:30 AMSS 17 - Ecosystems and the Energy Sector: Impacts and Opportunities for ResearchPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 18 - Building Agency, Living Justice and Transforming Ecology - Exploring Challenges and Best Practices to Embody Your Culture, Values, Faith or Spirituality in Your Life and CareerPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 19 - Funding Opportunities within the National Science Foundation’s Division of Environmental BiologyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 20 - Roadmaps to Collaborative Agroecological Research Design: Co-Production of Knowledge and Results from the FieldWorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisSession topic references decisions or metrics; event-level follow-through is not shownRead from source
1:30 PM - 3:00 PMSS 21 - Capturing Ecological Dynamics for Land Use and Conservation PlanningPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 5:00 PMSS 22 - The Leading Edge of Microbial Ecology: Perspectives From Students and PostdocsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:00 AM - 9:30 AMSS 23 - How Can ESA Both Support and Make Best Use of Its Elder Ecologists?PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:00 AM - 11:30 AMSS 24 - Life After Academia: Transitioning into Alternate Roles Through Data SciencePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 25 - Developing a Model of Ecological Professional DevelopmentPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 26 - Ecosystem Classifications: Importance for Research, Conservation, Education, and ManagementPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 27 - CANCELLED - Improving Tests of Climate Change Adaptation Strategies Through Collaboration and Knowledge ExchangeWorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
11:45 AM - 1:15 PMSS 28 - The Role of Ecologists in Global Energy TransitionPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 29 - Think Globally and Act Locally: How Ecologists Can Make a Difference in their Communities Throughout Their CareersPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:30 PM - 3:00 PMSS 30 - Museums and Their Unique Role in Ecology Research, Training, and Public EngagementTrainingSkill building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisParticipant work is implied by the formatInferred from format
1:30 PM - 3:00 PMSS 31 - Towards Equity in the Communication of Science: Harnessing the Power of AI for an Inclusive TomorrowPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 5:00 PMSS 32 - Applying Trait-Based Approaches to Restoration: Developing a Multi-Systems Approach to Enhance OutcomesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 5:00 PMSS 33 - Re-Thinking Science: Promoting an Inclusive Science Education in an Undergraduate Science LaboratoryWorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
8:00 AM - 9:30 AMSS 34 - The Robots are Friendly: The Future of Ecology and AIPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:00 AM - 11:30 AMSS 35 - The World Needs Scientists Engaged in Advocacy and Activism - Here’s Where to StartPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 36 - How is Ecology Taught Now in the Undergraduate Curriculum?PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 37 - Making the Leap from Science to ActionPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 38 - Science in National Parks! Research and Careers in the Federal GovernmentPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
11:45 AM - 1:15 PMSS 39 - Toward Sustaining Ecological Work: A Collaborative Discussion on Maintaining Professional Fulfillment Within Ecological TraumaWorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
1:30 PM - 3:00 PMSS 40 - Scientific Diasporas and Knowledge Co-Creation: Lessons from Puerto RicoPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 5:00 PMSS 41 - CANCELLED - Opening Your Open Science: How to Share Your Data Sets So They Will Be Complete, Useful, and CITEDPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:00 AM - 9:30 AMSS 42 - Early Career Internship and Fellowship Opportunities in EcologyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
all eventCurrently on the following page: ScheduleUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventHide Past SessionsPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
all eventData Skills TrainingTrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
all eventContributed Poster SessionPoster SessionShowcase+
Format · ShowcasePoster SessionPresenters display work; attendees browse and ask questions. Some interaction, not structured work.
Evidence basisMediumRead from source
all eventLatebreaking Poster SessionPoster SessionShowcase+
Format · ShowcasePoster SessionPresenters display work; attendees browse and ask questions. Some interaction, not structured work.
Evidence basisMediumRead from source
all eventWorkshopWorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
10:30 AM - 11:30 AMSS 01 - Being Explicit About the Values and Responsibilities of Ecologists in the AnthropoceneUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:30 AM - 11:30 AMSS 02 - CANCELLED - Creating New Pathways for Youth Conservation LeadersUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:30 AM - 11:30 AMSS 03 - Earth Systems Science for the Anthropocene (ESSA) Graduate Scholars Network - Transforming Graduate Education and Societal Impact Through Immersive and Interdisciplinary Learning OpportunitiesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:30 AM - 11:30 AMSS 04 - Fellowships and Awards as a First Step Towards a Career in Science Policy: A Panel with Q&APanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
10:30 AM - 11:30 AMSS 05 - Kinder Science for Future Us: Doing Better Science TogetherUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventTags: Track: Communication and Engagement Track: Data Skills Training Session Type: Special SessionTrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
10:30 AM - 11:30 AMSS 06 - Toward Understanding and Anticipating Extreme Weather Effects on Biodiversity, Phenology, and EcosystemsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:30 AM - 11:30 AMSS 07 - Unlocking the Potential of Nature-Based Initiatives: Exploring Practical Approaches to Addressing Global ChallengesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 08 - Accessing Data from NASA’s First Biodiversity-Focused Airborne and Field Campaign, BioSCapeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventTags: Track: Data Skills Training Session Type: Special SessionTrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 09 - Maximize Your 2024 Annual Meeting Experience: Orientation and Networking for Student AttendeesNetworkingRelationship Building+
Format · LogisticsNetworkingUnstructured mixing. Can carry incidental connection, but is not scored as designed network work.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 10 - Strategic Collaboration among ESA’s Sections to Support Attainment of Global Sustainable Development Goals: Ideation and PlanningUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 11 - The Excellence in Ecology Scholars Network: Learning to Elevate the Human Dimension in EcologyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 12 - Transforming the Financial Sector for Nature, How Do We Do It? A Panel Session with the Private Sector on Corporate Disclosure Under the Global Biodiversity FrameworkPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
1:30 PM - 3:00 PMSS 13 - Minoritized Student Perspectives on What Support Looks Like in Ecology - A Reassessment of Recruitment and RetentionUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:30 PM - 3:00 PMSS 14 - US Nature Town HallUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 5:00 PMSS 15 - Data Dialogues: Towards Deep Indexing of Ecological Survey and Trap DataUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:00 AM - 11:30 AMSS 16 - Collaborative of Native Nations for Climate Transformation and Stewardship (CNNCTS)UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:00 AM - 11:30 AMSS 17 - Ecosystems and the Energy Sector: Impacts and Opportunities for ResearchUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 18 - Building Agency, Living Justice and Transforming Ecology - Exploring Challenges and Best Practices to Embody Your Culture, Values, Faith or Spirituality in Your Life and CareerUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 19 - Funding Opportunities within the National Science Foundation’s Division of Environmental BiologyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 20 - Roadmaps to Collaborative Agroecological Research Design: Co-Production of Knowledge and Results from the FieldUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:30 PM - 3:00 PMSS 21 - Capturing Ecological Dynamics for Land Use and Conservation PlanningUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 5:00 PMSS 22 - The Leading Edge of Microbial Ecology: Perspectives From Students and PostdocsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:00 AM - 9:30 AMSS 23 - How Can ESA Both Support and Make Best Use of Its Elder Ecologists?UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:00 AM - 11:30 AMSS 24 - Life After Academia: Transitioning into Alternate Roles Through Data ScienceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 25 - Developing a Model of Ecological Professional DevelopmentUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 26 - Ecosystem Classifications: Importance for Research, Conservation, Education, and ManagementUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 27 - CANCELLED - Improving Tests of Climate Change Adaptation Strategies Through Collaboration and Knowledge ExchangeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 28 - The Role of Ecologists in Global Energy TransitionUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 29 - Think Globally and Act Locally: How Ecologists Can Make a Difference in their Communities Throughout Their CareersUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:30 PM - 3:00 PMSS 30 - Museums and Their Unique Role in Ecology Research, Training, and Public EngagementTrainingSkill Building+
Format · Participant workTrainingGuided skill building where participants practice. Counts as participant work and learning transfer.
Evidence basisMediumRead from source
1:30 PM - 3:00 PMSS 31 - Towards Equity in the Communication of Science: Harnessing the Power of AI for an Inclusive TomorrowUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 5:00 PMSS 32 - Applying Trait-Based Approaches to Restoration: Developing a Multi-Systems Approach to Enhance OutcomesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 5:00 PMSS 33 - Re-Thinking Science: Promoting an Inclusive Science Education in an Undergraduate Science LaboratoryUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:00 AM - 9:30 AMSS 34 - The Robots are Friendly: The Future of Ecology and AIUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:00 AM - 11:30 AMSS 35 - The World Needs Scientists Engaged in Advocacy and Activism - Here’s Where to StartUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 36 - How is Ecology Taught Now in the Undergraduate Curriculum?UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 37 - Making the Leap from Science to ActionUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 38 - Science in National Parks! Research and Careers in the Federal GovernmentUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
11:45 AM - 1:15 PMSS 39 - Toward Sustaining Ecological Work: A Collaborative Discussion on Maintaining Professional Fulfillment Within Ecological TraumaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:30 PM - 3:00 PMSS 40 - Scientific Diasporas and Knowledge Co-Creation: Lessons from Puerto RicoUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 5:00 PMSS 41 - CANCELLED - Opening Your Open Science: How to Share Your Data Sets So They Will Be Complete, Useful, and CITEDUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:00 AM - 9:30 AMSS 42 - Early Career Internship and Fellowship Opportunities in EcologyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
The Full Reading
Why It Ranks This Way +
Calibrated from GES design 42/100 and verified 42/100, then capped for agenda is mostly passive without visible outcome mechanics.
Reader Takeaway. For a reader, this is a comparison record more than a model to copy: it reads as a broadcast-heavy conference, with the strongest visible signal in learning transfer and participation architecture and the biggest open question around follow through and problem specificity. The practical test is whether the published agenda connects the room to post-event continuation and evidence.
Strongest signals: Learning Transfer, Participation Architecture, and Future-of-Work Fit. Weakest signals: Follow Through, Network Design, and Problem Specificity.
How This Agenda Could Improve +
- Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
- Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.
- Name the costly problem, decision, or performance target the gathering is meant to move.
Fastest next move: Add named owners, dated next steps, and a visible continuation path before treating the event as outcome-ready.
Role-Specific Reading +
Sponsor lens
Look beyond exposure. Strong sponsor value would show qualified interaction, problem work, buyer learning, customer evidence, or follow-up. The practical sponsor move is to look for structured introductions, buyer-seller fit, and relationship persistence.
Designer lens
The agenda is useful as a pattern sample from events.rdmobile.com. Redesign attention should go first to the lowest-scoring pillars; in practice, turn the thinnest agenda blocks into participant work.
Executive lens
Treat the visible agenda as an operating plan. The executive move is to require owners, dates, and evidence before treating the event as strategic. If owners, proof, and follow-through are not visible, the public record does not yet prove strategic movement.
Aggregator lens
Treat the source URL as evidence, not decoration. The data-product move is to label the source boundary clearly before ranking the record before ranking or syndicating the record.
What GES Means Here +
The Gathering Effectiveness Score is a strict 0-100 public-evidence reading of the agenda across eight pillars. It rewards visible participant work, follow-through, transfer, network design, and proof mechanisms more than polish, speaker fame, attendance, or satisfaction.
Visible mechanisms: Participant work, Feedback, Network design, Learning transfer.
Evidence boundary: Scores reflect visible agenda/source evidence and should not be read as proof of causal event impact.
Limitations, Score Caps, and Review Flags +
Limitations
- No visible follow-up, progress monitoring, or longitudinal tracking.
- Passive stage formats dominate the visible agenda.
- No baseline measurement is visible.
Score caps
- 34: Agenda is mostly passive without visible outcome mechanics.
Review flags
- Fourth-loop score cap: Agenda is mostly passive without visible outcome mechanics.
- No source-backed follow-up, validation, baseline, tracking, or impact evidence.
- No tracking, validation, feedback, or impact measurement found in the visible source text.
- Original category was unknown; publication category is inferred.
Is this proof the event worked? +
No. This is a strict public-evidence reading of the agenda. Proof would require baseline, comparison, follow-up, attribution, and impact evidence beyond the listing.
What should a reader inspect first? +
Start with the source URL, then compare the eight pillar scores against the agenda rows. The biggest opportunities usually sit in follow-through, evidence maturity, and participant work.
Why publish weak records? +
Weak records are part of the map. They show where public agendas still describe sessions and speakers more often than outcomes, commitments, transfer, or proof.
How should I use the rows? +
Read the agenda rows as the visible design trace: formats, purposes, and evidence labels show what the public source made inspectable, not everything that happened in the room. This is a source-grounded interpretation of the public agenda record, not a copy of the source, and not an endorsement of the event.
Where To Go Next
Compare this agenda against other Technology / AI / Startup events scored on the same eight pillars.