{"id":"W1840346520","doi":"","title":"Rôles des directions d’école en milieu francophone minoritaire","year":2013,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sociology; Humanities; French; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002031259,0.0002507886,0.0003450146,0.00083128,0.0009306803,0.0002396925,0.0005399461,0.0003476157,0.006133922],"category_scores_gemma":[0.005490208,0.000316248,0.0001873515,0.001687583,0.0006612567,0.001005971,0.000007813772,0.0006451202,0.000206415],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0102708,"about_ca_system_score_gemma":0.02562516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8318278,"about_ca_topic_score_gemma":0.972813,"domain_scores_codex":[0.9965371,0.001275274,0.0006832644,0.0002847978,0.0001338914,0.001085607],"domain_scores_gemma":[0.9940649,0.0004765929,0.0006122736,0.0003459299,0.001585269,0.002915045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001746736,0.0001141603,0.01746851,0.0001614901,0.00007063005,0.00001674684,0.3185837,0.0001984538,0.0002748166,0.005166295,0.05669283,0.6012506],"study_design_scores_gemma":[0.0001426554,0.0001192607,0.1523665,0.0006935723,0.0001092521,0.0003959895,0.2125672,0.00007447704,0.00007317332,0.01047893,0.6226137,0.0003653468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8740108,0.04930983,0.0002798842,0.03049132,0.03426972,0.0003322481,0.00001796625,0.00001307909,0.01127516],"genre_scores_gemma":[0.8385217,0.0005257027,0.01725087,0.0008305515,0.005847131,0.00006544774,0.00002302951,0.00005166519,0.136884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6008853,"threshold_uncertainty_score":0.999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700100216346149,"score_gpt":0.2920255044559749,"score_spread":0.2650245022925134,"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."}}