{"id":"W7110534790","doi":"","title":"Transformative Change for Biodiversity & Equity Project Leaflet","year":2024,"lang":"en","type":"other","venue":"Socio-Environmental Systems Modeling","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Equity (law); Transformative learning; Biodiversity; Accountability; Climate change","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001038421,0.0009905057,0.001060863,0.0005084231,0.0003726812,0.0001862987,0.0005834023,0.0009891372,0.0003151943],"category_scores_gemma":[0.000006232252,0.000985307,0.0007062143,0.0001517189,0.0002450843,0.0003449903,0.0004043757,0.0007758763,0.01375049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500007,"about_ca_system_score_gemma":0.0000571115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003636651,"about_ca_topic_score_gemma":0.00001669292,"domain_scores_codex":[0.9958986,0.0002514413,0.0006448653,0.001219258,0.0009649979,0.001020849],"domain_scores_gemma":[0.9988245,0.0000302163,0.0004039697,0.0005552951,0.000008534867,0.0001774793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001973262,0.0004294556,0.000595222,0.008756718,0.002450728,0.00004059741,0.02929104,0.0007324359,0.0006723175,0.0002851816,0.9555174,0.00103164],"study_design_scores_gemma":[0.00253611,0.0002913358,0.000001215312,0.002922966,0.00156092,0.00003354182,0.201859,0.05448756,0.000006175204,0.0002626358,0.7331114,0.002927145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008702307,0.08958596,0.06179342,0.0004460616,0.01158004,0.0627822,0.2608262,0.008497173,0.4957866],"genre_scores_gemma":[0.6059854,0.001461701,0.0006846735,0.0002083471,0.004324493,0.005361596,0.007317169,0.005962201,0.3686945],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5972831,"threshold_uncertainty_score":0.9992597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1487467073462112,"score_gpt":0.3241864484807967,"score_spread":0.1754397411345855,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}