{"id":"W2905714075","doi":"","title":"Analyse critique des besoins de perfectionnement des directeurs d'établissement primaire public francophone au Québec : le cas de la région de Québec","year":2010,"lang":"fr","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001518431,0.000466708,0.0004700408,0.0002992135,0.005463462,0.0002791433,0.00115177,0.0005613895,0.0003605708],"category_scores_gemma":[0.0003921083,0.0005801563,0.0004655816,0.002488239,0.003234172,0.001472928,0.0003331092,0.0008350973,0.00002470425],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01520219,"about_ca_system_score_gemma":0.01938832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963094,"about_ca_topic_score_gemma":0.9988701,"domain_scores_codex":[0.9957354,0.0009171995,0.0002824189,0.0007661491,0.0007113303,0.001587479],"domain_scores_gemma":[0.9971913,0.000469525,0.0003524755,0.0004000849,0.0004508334,0.001135847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008804767,0.0006025406,0.6261385,0.00007099081,0.0001750969,0.0003611193,0.2479615,0.0001171908,0.02292646,0.02040536,0.002409951,0.07874329],"study_design_scores_gemma":[0.001335775,0.0002783503,0.6176038,0.0001473784,0.0003075514,0.00009294265,0.1279748,0.0003105527,0.00760199,0.001330569,0.2422364,0.0007798736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442575,0.00415548,0.0013447,0.02837028,0.0009730419,0.0003153607,0.00004661381,0.0002078885,0.02032911],"genre_scores_gemma":[0.9606221,0.006381236,0.001006993,0.0002141335,0.0005168833,0.000005318573,0.000006691441,0.00004395519,0.03120268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2398265,"threshold_uncertainty_score":0.999665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009599526145315377,"score_gpt":0.2345939534247765,"score_spread":0.2249944272794612,"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."}}