{"id":"W2001224952","doi":"10.1787/hemp-v15-art21-fr","title":"Une approche intégrée des systèmes de renforcement académiques","year":2003,"lang":"fr","type":"article","venue":"Gestion de l enseignement supérieur","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001542387,0.0005037831,0.0003700062,0.000348985,0.0007028531,0.0006337655,0.0002557652,0.0004708669,0.001694534],"category_scores_gemma":[0.0006770293,0.0005562885,0.0001274368,0.001509653,0.0002983686,0.001891418,0.00009277714,0.000468301,0.000425288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006731111,"about_ca_system_score_gemma":0.0002757705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668276,"about_ca_topic_score_gemma":0.000205089,"domain_scores_codex":[0.997095,0.000135835,0.0007904751,0.0005381537,0.0004259375,0.001014621],"domain_scores_gemma":[0.998352,0.00006069786,0.0004460681,0.0003639915,0.0007168998,0.00006035125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001989003,0.0007630717,0.01485602,0.004609184,0.0002313485,0.00006870256,0.003318535,0.006035259,0.003736523,0.7738761,0.1557734,0.03653299],"study_design_scores_gemma":[0.002485563,0.000163486,0.03988628,0.00226004,0.0004709445,0.00007739373,0.007077642,0.009960247,0.00310964,0.1094539,0.8235644,0.001490503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4916395,0.01690593,0.2165547,0.02605162,0.003316682,0.001913967,0.00001900469,0.0008626923,0.2427359],"genre_scores_gemma":[0.9712023,0.0008382308,0.007314499,0.00339386,0.0008608332,0.0001635428,0.0001819359,0.00008111563,0.01596373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6677909,"threshold_uncertainty_score":0.9996889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513770358994053,"score_gpt":0.2373323550256817,"score_spread":0.2121946514357412,"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."}}