{"id":"W4390819088","doi":"10.1515/9782766300686-010","title":"Les pénuries dans l’enseignement : des dimensions culturelles, structurelles et personnelles étroitement imbriquées","year":2023,"lang":"fr","type":"book-chapter","venue":"","topic":"Religious Education and Schools","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007270204,0.001027789,0.0008349066,0.0002918145,0.003753322,0.0004570595,0.0007476019,0.0008119597,0.008978948],"category_scores_gemma":[0.0001842828,0.0008712182,0.0007071276,0.0002864868,0.002700065,0.000121875,0.0002867216,0.0008044343,0.001728439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007787732,"about_ca_system_score_gemma":0.0005649097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0130922,"about_ca_topic_score_gemma":0.03037,"domain_scores_codex":[0.9950861,0.0003833199,0.00103654,0.001138164,0.001367255,0.0009886653],"domain_scores_gemma":[0.9972786,0.0004730686,0.0004929938,0.0006413693,0.0004859322,0.0006280852],"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":[0.00001106231,0.00004290348,0.0002369495,0.00006972343,0.0002959902,0.00001622984,0.03993869,0.0001271601,0.0001159123,0.7423887,0.2146678,0.002088871],"study_design_scores_gemma":[0.000446367,0.0002198365,0.002444259,0.0009060166,0.0003964575,0.00001676861,0.1265953,0.00003935007,0.0001588142,0.2384367,0.6287325,0.001607587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01188428,0.02505245,0.0003708618,0.01057881,0.002950417,0.001323997,0.0002145033,0.0005561908,0.9470685],"genre_scores_gemma":[0.1326177,0.06871673,0.003448448,0.001415737,0.0007498295,0.00008168336,0.0002158867,0.0001641306,0.7925899],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.503952,"threshold_uncertainty_score":0.9993739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06713029116888934,"score_gpt":0.328237559195712,"score_spread":0.2611072680268227,"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."}}