{"id":"W1886396980","doi":"10.22329/celt.v2i0.3205","title":"11. Dossier de Progression et Dossier de Réussite: Deux Outils Complémentaires au Service de la Professionnalisation Enseignante dans le Supérieur","year":2009,"lang":"fr","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Education, sociology, and vocational training","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":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","sts"],"consensus_categories":[],"category_scores_codex":[0.009156021,0.000295935,0.000293993,0.0001555379,0.004948234,0.0002940528,0.0002219478,0.0004734719,0.00004042066],"category_scores_gemma":[0.002052841,0.0002976574,0.00008218014,0.0005015826,0.0006187929,0.0003419279,0.00003868835,0.001458817,0.000004806418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007300568,"about_ca_system_score_gemma":0.00197419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003539513,"about_ca_topic_score_gemma":0.0005736614,"domain_scores_codex":[0.987177,0.01087328,0.0003355894,0.0004622507,0.0003354253,0.0008164328],"domain_scores_gemma":[0.9967504,0.002371213,0.0003169638,0.0001355802,0.0001300813,0.0002957481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005978747,0.0005910912,0.1971544,0.00008757496,0.0000647755,0.00001293469,0.6841328,0.0006270902,0.00217218,0.08372994,0.001804321,0.02956312],"study_design_scores_gemma":[0.001966077,0.0004442413,0.5330907,0.00295284,0.0001721505,0.00009862556,0.3653328,0.01475449,0.0002298478,0.01135405,0.06877717,0.0008269937],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335359,0.0007679756,0.002640242,0.03339043,0.000465912,0.0003181365,0.000006385037,0.0001900684,0.02868495],"genre_scores_gemma":[0.98181,0.0002706367,0.00592834,0.001714354,0.0009579158,0.00004528465,0.0000801808,0.00003291867,0.009160402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3359362,"threshold_uncertainty_score":0.9999475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08063617715055645,"score_gpt":0.4407669475789397,"score_spread":0.3601307704283833,"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."}}