{"id":"W4404805057","doi":"10.7202/1114730ar","title":"Discussion autour de la perspective écosociale à l’ère des changements climatiques : le cas des inondations au Québec","year":2023,"lang":"fr","type":"article","venue":"Reflets Revue d’intervention sociale et communautaire","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Université de Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005919139,0.0003247342,0.0005635878,0.00137132,0.008520708,0.005498033,0.001523585,0.001664683,0.009601822],"category_scores_gemma":[0.006844688,0.000161701,0.0005005054,0.002425463,0.009329261,0.003055987,0.00293232,0.003922142,0.0002533375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03735937,"about_ca_system_score_gemma":0.0499976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9179318,"about_ca_topic_score_gemma":0.9625349,"domain_scores_codex":[0.9964874,0.001500147,0.00009838714,0.0003749948,0.0009051577,0.0006340074],"domain_scores_gemma":[0.9927436,0.003157817,0.000548485,0.000273644,0.002448921,0.0008275699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001951362,0.0001613191,0.1250204,0.002916495,0.0003628657,0.003454086,0.4209707,0.002265424,0.002450606,0.2475987,0.0473012,0.147303],"study_design_scores_gemma":[0.00001293013,0.00007655143,0.1701477,0.004328868,0.0001721299,0.0004255277,0.4673617,0.0009607105,0.0006555861,0.01969397,0.3360433,0.0001210022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4579605,0.05141429,0.008170761,0.3066927,0.001834488,0.0001830607,0.00168038,0.00005309253,0.1720107],"genre_scores_gemma":[0.9555478,0.01709078,0.001789633,0.01232115,0.0002423384,0.0001005875,0.0002183352,0.00003227393,0.0126571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0820682,"threshold_uncertainty_score":0.2710625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09752251270532482,"score_gpt":0.4225682341443957,"score_spread":0.3250457214390709,"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."}}