{"id":"W3034784038","doi":"10.1522/rhe.v4i3.1031","title":"Quelles ressources et collaborations pour faciliter la scolarisation inclusive dans les établissements scolaires du 2d degré ?","year":2020,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006207119,0.0004468741,0.0005368786,0.002331533,0.01186319,0.008894772,0.001428025,0.001704089,0.01160544],"category_scores_gemma":[0.009736675,0.0002963445,0.0004946966,0.002139059,0.005798776,0.005452131,0.01007307,0.001490017,0.001443067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006656652,"about_ca_system_score_gemma":0.01353828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03721992,"about_ca_topic_score_gemma":0.08845309,"domain_scores_codex":[0.9915889,0.00496712,0.0001681015,0.0006242032,0.0009224655,0.001729192],"domain_scores_gemma":[0.9909608,0.00218642,0.001343976,0.0004288755,0.001101024,0.003978933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001720659,0.0003309933,0.08488557,0.00048402,0.00007730794,0.001352608,0.6936724,0.0002800116,0.002095459,0.02995832,0.004165391,0.1825259],"study_design_scores_gemma":[0.00002791669,0.0002585932,0.1478905,0.0006896374,0.00004993866,0.0006479857,0.6863549,0.0002906217,0.0005141582,0.00837832,0.1548313,0.00006598469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086431,0.003301134,0.003476138,0.01218549,0.0001374679,0.0001177974,0.00007478714,0.00007779183,0.07198636],"genre_scores_gemma":[0.9866768,0.0009466861,0.001843974,0.0003476704,0.00003065461,0.00005570955,0.00003538889,0.00002379469,0.01003936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03721992,"threshold_uncertainty_score":0.07400656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2453084770930328,"score_gpt":0.4410032388141453,"score_spread":0.1956947617211125,"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."}}