{"id":"W7104262415","doi":"10.34810/data2390","title":"Replication data for \"Social movements are transformative agents for biodiversity conservation\"","year":2025,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Biodiversity; Civil society; Convention on Biological Diversity; Action (physics); Sustainable development; Resource (disambiguation)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009628735,0.001136527,0.001220606,0.005196399,0.002231308,0.003456957,0.002727967,0.002705453,0.1153583],"category_scores_gemma":[0.09087798,0.0007040104,0.001497244,0.009934279,0.0009064107,0.002085319,0.003690782,0.002897775,0.04894887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002469735,"about_ca_system_score_gemma":0.007820035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03819497,"about_ca_topic_score_gemma":0.04889082,"domain_scores_codex":[0.9899647,0.00259829,0.001811443,0.001859907,0.00264237,0.001123332],"domain_scores_gemma":[0.9406876,0.02021147,0.006295978,0.01487604,0.01633653,0.00159236],"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":[0.0004466165,0.0001226605,0.01821624,0.001424753,0.0001562397,0.0001134804,0.0006563501,0.0005223129,0.0002779393,0.005588374,0.9558704,0.01660454],"study_design_scores_gemma":[0.0005135012,0.00008694049,0.04159242,0.00107768,0.0001092616,0.000100142,0.001339987,0.0006884644,0.0005388,0.005238115,0.9486301,0.00008457623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002516095,0.0001077536,0.0007341721,0.0005506591,0.0002343996,0.0004147794,0.9881813,0.0002591531,0.007001753],"genre_scores_gemma":[0.01851809,0.0001603144,0.003070577,0.0004912084,0.0001377317,0.00601301,0.9631195,0.0002730339,0.008216561],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1153583,"threshold_uncertainty_score":0.3859119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2560694736600123,"score_gpt":0.4170015559916426,"score_spread":0.1609320823316303,"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."}}