{"id":"W4386054989","doi":"10.1522/rhe.v7i2.1531","title":"Comment soutenir les directions d’établissement novices dans leur développement professionnel? : présentation d’un programme d’insertion professionnelle créé et expérimenté dans un centre de services scolaires","year":2023,"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":"Université de Sherbrooke","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005524931,0.0004525759,0.0003673269,0.0003085971,0.003101011,0.0002544502,0.000483918,0.0003297083,0.0002444481],"category_scores_gemma":[0.0004134672,0.0005031227,0.0001989208,0.001473331,0.000381653,0.0008325631,0.0001334234,0.0004783916,0.0001649945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002277799,"about_ca_system_score_gemma":0.00116111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007652875,"about_ca_topic_score_gemma":0.006219782,"domain_scores_codex":[0.9931933,0.00325085,0.000952559,0.0008309675,0.0006171284,0.001155172],"domain_scores_gemma":[0.9969128,0.000947821,0.0008168247,0.0004236123,0.0005287488,0.0003701604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002203233,0.001764429,0.1493931,0.0008677911,0.0001980694,0.000004512952,0.8021659,0.0003099107,0.00235354,0.0140913,0.008732259,0.02009713],"study_design_scores_gemma":[0.0005740798,0.00007812245,0.2159072,0.001256794,0.0002165838,0.00001175439,0.7551133,0.001886158,0.002806262,0.00561248,0.01606727,0.0004700209],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7734986,0.0006370705,0.002154124,0.2138357,0.007105252,0.001686381,0.00004634471,0.0003808951,0.0006556993],"genre_scores_gemma":[0.9724361,0.003248213,0.00863985,0.001514903,0.00297161,0.00158619,0.001970875,0.00008876715,0.007543479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2123207,"threshold_uncertainty_score":0.999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2207224677434108,"score_gpt":0.4352541806480925,"score_spread":0.2145317129046818,"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."}}