{"id":"W1822546700","doi":"10.3917/riges.324.0020","title":"L'administration de tests en sélection du personnel","year":2007,"lang":"fr","type":"article","venue":"Gestion","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Administration (probate law); 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":[],"consensus_categories":[],"category_scores_codex":[0.00297069,0.0001090862,0.0000764482,0.0001209886,0.0004593501,0.00005463799,0.00009799983,0.0003070677,0.0003488455],"category_scores_gemma":[0.00106026,0.0001367233,0.00003917253,0.0007459325,0.0002291551,0.0004003458,0.00001058,0.0002446856,0.0001398137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381336,"about_ca_system_score_gemma":0.0004624441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839453,"about_ca_topic_score_gemma":0.001027476,"domain_scores_codex":[0.9987591,0.0002628541,0.0002148218,0.000197047,0.0002424054,0.0003237789],"domain_scores_gemma":[0.9990437,0.0003321881,0.0001327856,0.00008145384,0.0003329983,0.00007685142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003696923,0.0003265284,0.0281692,0.00003112371,0.00001441318,0.000006799833,0.03652434,0.000009468272,0.01178767,0.8152072,0.01017964,0.09770659],"study_design_scores_gemma":[0.0001358406,0.0003108119,0.7671718,0.000144742,0.00003354801,0.00005958222,0.01027585,0.0002180262,0.01245237,0.02532318,0.1835624,0.0003118763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7945406,0.0002873753,0.06318647,0.1078261,0.003276224,0.0003307568,0.000005381835,0.0002312545,0.03031589],"genre_scores_gemma":[0.9739439,0.0001079587,0.009213121,0.0002910558,0.003145979,0.00001679917,0.00002319919,0.00001232632,0.01324565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7898841,"threshold_uncertainty_score":0.5575414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964602303423494,"score_gpt":0.3784020894944394,"score_spread":0.3387560664602045,"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."}}