{"id":"W4413234285","doi":"10.1016/j.copsyc.2025.102140","title":"Pursuing prefigurative collective action on climate change","year":2025,"lang":"en","type":"review","venue":"Current Opinion in Psychology","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Collective action; Action (physics); Psychology; Climate change; Chemistry; Political science; Law; Politics; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004976852,0.0008538553,0.0008188498,0.002520465,0.001813842,0.003484724,0.001600768,0.003172541,0.004328998],"category_scores_gemma":[0.004959449,0.0002363108,0.0008441528,0.002853568,0.009598771,0.005837738,0.00414349,0.003974059,0.001106959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193854,"about_ca_system_score_gemma":0.004542378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555324,"about_ca_topic_score_gemma":0.003397192,"domain_scores_codex":[0.9975516,0.001343347,0.0001068021,0.000298067,0.0005505034,0.0001497139],"domain_scores_gemma":[0.9942667,0.00461978,0.0004357343,0.0002145896,0.0002842923,0.0001788815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003662744,0.0001234404,0.0007585246,0.02159997,0.0001182891,0.000206836,0.01255768,0.0006772924,0.0007888311,0.2933436,0.006554715,0.6632342],"study_design_scores_gemma":[0.00001526213,0.0001444708,0.003413329,0.01978112,0.00009387429,0.0006937059,0.01036092,0.0003326134,0.0006958434,0.1579305,0.8064782,0.00006018345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004479948,0.9026503,0.01445216,0.0145805,0.001746311,0.0001132866,0.00002174594,0.00007188461,0.06188383],"genre_scores_gemma":[0.07689882,0.9040483,0.009054607,0.004651788,0.001134368,0.0001764532,0.00004681127,0.00003427873,0.003954631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004976852,"threshold_uncertainty_score":0.02632046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.67666410813247,"score_gpt":0.6782747369695716,"score_spread":0.001610628837101613,"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."}}