{"id":"W4246264924","doi":"10.4000/rechercheseducations.7044","title":"Impact d’un changement de gouvernance sur la profession de direction d’établissement d’enseignement œuvrant en milieu scolaire québécois et de direction dirigeant des écoles franco-ontariennes","year":2019,"lang":"fr","type":"article","venue":"Éduquer","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003112608,0.0003737059,0.0003383,0.0001236549,0.0009163804,0.0002202691,0.0002722531,0.0003147776,0.001215438],"category_scores_gemma":[0.0003167567,0.0003416851,0.0002185985,0.0004605855,0.0002363485,0.001099288,0.0001009507,0.0004788295,0.000104811],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00425902,"about_ca_system_score_gemma":0.002538635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6074602,"about_ca_topic_score_gemma":0.3921615,"domain_scores_codex":[0.9958255,0.001707243,0.0004223672,0.0004675714,0.0005997721,0.0009775215],"domain_scores_gemma":[0.998085,0.0007044892,0.0004234191,0.0002839729,0.0002068549,0.0002962402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002486606,0.002098527,0.4237223,0.0004663808,0.0003623899,0.00001453861,0.4815086,0.0009113076,0.007881228,0.009566756,0.02315061,0.05006869],"study_design_scores_gemma":[0.0004032241,0.0002495419,0.6000883,0.0006978032,0.0001181256,0.00001500771,0.03116891,0.0003442175,0.001368619,0.0007040576,0.3644765,0.0003656669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648926,0.008853721,0.0001865409,0.01166672,0.002829676,0.0009379555,0.00004600144,0.00008925021,0.01049757],"genre_scores_gemma":[0.9684839,0.01098725,0.0009025722,0.000996301,0.0009255907,0.0002564019,0.00002090216,0.00004624614,0.01738087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4503397,"threshold_uncertainty_score":0.9999035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314391836928657,"score_gpt":0.3188874136800504,"score_spread":0.3057434953107638,"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."}}