{"id":"W2035625442","doi":"10.7202/1003446ar","title":"Usages imprévus et dynamique des instruments de gestion. Réflexions à partir du cas d’un instrument de gestion des compétences1","year":2011,"lang":"fr","type":"article","venue":"Management international","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003034246,0.0002609775,0.0001743701,0.0002062345,0.00096461,0.0001588549,0.0006217843,0.000218753,0.001823444],"category_scores_gemma":[0.0003862508,0.0003015904,0.0001241477,0.000311291,0.001966761,0.0007743984,0.0001713802,0.0003109557,0.0001242915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656372,"about_ca_system_score_gemma":0.0002114499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006613599,"about_ca_topic_score_gemma":0.001431105,"domain_scores_codex":[0.9972486,0.0007923227,0.0004673827,0.000423738,0.0004631053,0.0006048597],"domain_scores_gemma":[0.9987502,0.0003592568,0.0002444004,0.0001704439,0.00025764,0.0002181226],"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":[0.00001388722,0.000548763,0.1812846,0.00005031304,0.0003075016,0.000009398812,0.05258434,0.0002181617,0.00001014809,0.6862268,0.0005600195,0.07818605],"study_design_scores_gemma":[0.000489275,0.0001021658,0.6608679,0.0003096017,0.0001305431,0.0000290196,0.04338391,0.002531098,0.0000610418,0.2815605,0.01021424,0.0003206346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7623037,0.0003393795,0.01893537,0.05750845,0.004659688,0.0004755633,0.00005996407,0.00014128,0.1555766],"genre_scores_gemma":[0.9349204,0.005355651,0.05316837,0.001130189,0.0007387073,0.0002121487,0.0001249507,0.00002350641,0.004326062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4795833,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2336741394795762,"score_gpt":0.3926621813468382,"score_spread":0.158988041867262,"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."}}