{"id":"W4412125356","doi":"10.4000/14azr","title":"Introduction","year":2025,"lang":"fr","type":"article","venue":"Recherches & travaux","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache","funders":"","keywords":"Ethos; Art; Sociology; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001824773,0.0006952857,0.000536483,0.001447368,0.004254175,0.008103198,0.001980538,0.003473386,0.2201337],"category_scores_gemma":[0.005217239,0.0002673948,0.0006445923,0.001748055,0.003193201,0.00525833,0.004511756,0.002968316,0.07711397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004128158,"about_ca_system_score_gemma":0.00410161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008016793,"about_ca_topic_score_gemma":0.009062069,"domain_scores_codex":[0.9975072,0.0005707079,0.0001249694,0.0006782135,0.0007444024,0.0003746251],"domain_scores_gemma":[0.9981932,0.0003747671,0.0001240472,0.0003654058,0.0006301516,0.0003123987],"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":[0.00008045251,0.00004959552,0.001417373,0.000277319,0.00001234189,0.0003904811,0.006973321,0.000133009,0.0004829589,0.5580038,0.3033248,0.1288546],"study_design_scores_gemma":[0.000004083757,0.00001251555,0.0005592011,0.00013329,0.000002577638,0.0001713186,0.001193543,0.00003829333,0.0001129673,0.01260706,0.9851576,0.000007421137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004718708,0.003263503,0.00583738,0.01543109,0.003500945,0.0001396696,0.001437619,0.0003923863,0.9652788],"genre_scores_gemma":[0.08151092,0.003930352,0.006049461,0.008735091,0.001226256,0.0002652347,0.002047396,0.0004493934,0.8957859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7798663,"threshold_uncertainty_score":0.7364206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359783386723868,"score_gpt":0.3530687028990644,"score_spread":0.2170903642266775,"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."}}