{"id":"W3112630748","doi":"10.3917/riges.454.0048","title":"Une transition nécessaire","year":2020,"lang":"fr","type":"article","venue":"Gestion","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; HEC Montréal","funders":"","keywords":"Humanities; Geography; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001162846,0.0003301675,0.0003527902,0.0004380053,0.005592709,0.005124791,0.0006033594,0.002355534,0.04327128],"category_scores_gemma":[0.003586691,0.0001733698,0.0005749105,0.000610188,0.004058035,0.00619972,0.004966327,0.00394747,0.008029625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354607,"about_ca_system_score_gemma":0.004099516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006940886,"about_ca_topic_score_gemma":0.008358533,"domain_scores_codex":[0.9981754,0.000463709,0.00007719776,0.0003804578,0.0002597087,0.0006434254],"domain_scores_gemma":[0.9984745,0.0002699135,0.0001392596,0.0002191643,0.0003757598,0.0005213423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000073963,0.00007815761,0.001063181,0.00007883268,0.00001000288,0.001719816,0.007509302,0.0001303,0.0007475654,0.938704,0.02839576,0.02148914],"study_design_scores_gemma":[0.00001694212,0.00004169066,0.001667057,0.0001187479,0.000006588838,0.001151796,0.007589915,0.0002105249,0.0003351951,0.09833215,0.8905086,0.00002080588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07244549,0.002180797,0.0101854,0.06241346,0.002151553,0.0001136915,0.0004499547,0.0002219947,0.8498375],"genre_scores_gemma":[0.6728217,0.001621509,0.003193226,0.006666892,0.0005921443,0.0001413186,0.0003251712,0.000126443,0.3145115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04327128,"threshold_uncertainty_score":0.1447569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05040298536095369,"score_gpt":0.2510390598965235,"score_spread":0.2006360745355698,"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."}}