{"id":"W4410188744","doi":"10.1080/21550085.2025.2496835","title":"Just Transition and Social Acceptability: A Canadian Case","year":2025,"lang":"en","type":"article","venue":"Ethics Policy & Environment","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de recherche du Québec","keywords":"Transition (genetics); Political science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.008808444,0.000377771,0.000595531,0.001592917,0.04116821,0.008844533,0.002169169,0.005046704,0.004262327],"category_scores_gemma":[0.01469178,0.0002345315,0.0007304303,0.003268593,0.02519148,0.003247755,0.008186617,0.00710977,0.0001258674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1053247,"about_ca_system_score_gemma":0.09776538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9808331,"about_ca_topic_score_gemma":0.9827793,"domain_scores_codex":[0.9852402,0.004088948,0.0001905842,0.0007818759,0.002839305,0.006859049],"domain_scores_gemma":[0.9904686,0.003501715,0.0005787042,0.0004087992,0.002257769,0.002784485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001023132,0.0002038037,0.02632707,0.00007987402,0.00002751363,0.004516038,0.2281379,0.0007960364,0.000411389,0.7116376,0.006973855,0.02078657],"study_design_scores_gemma":[0.0001695348,0.000117649,0.06342435,0.0005400184,0.0001002244,0.00133187,0.5668501,0.003586947,0.0004424581,0.1117894,0.2514024,0.0002450561],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6453637,0.001434187,0.001772431,0.0643113,0.0001817503,0.0002087288,0.0001395989,0.00001529177,0.2865731],"genre_scores_gemma":[0.9944751,0.0003559485,0.0002190919,0.001756417,0.00002081793,0.00002919446,0.00001455291,0.00000569522,0.003123148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1053247,"threshold_uncertainty_score":0.7641876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777117980570779,"score_gpt":0.389090366030843,"score_spread":0.3313191862251352,"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."}}