{"id":"W2609561703","doi":"10.71781/10298","title":"RARE : un système de recommandation de cours basé sur les régles d'association","year":2006,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00222414,0.0003582623,0.0004247492,0.0001857986,0.0008646249,0.002896612,0.001439934,0.0005650797,0.003096658],"category_scores_gemma":[0.000658349,0.000430389,0.0001309172,0.0005190753,0.00002385554,0.001401316,0.0001734669,0.00061765,0.0009607016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853056,"about_ca_system_score_gemma":0.002033775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00596356,"about_ca_topic_score_gemma":0.005730563,"domain_scores_codex":[0.996782,0.0008395766,0.0006204206,0.0006942258,0.0004488968,0.0006148854],"domain_scores_gemma":[0.9973305,0.0003852094,0.001046539,0.0003694909,0.0006831292,0.0001850901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000917384,0.0006016723,0.1835942,0.0002167834,0.0001904336,0.0000280729,0.0479204,0.004338231,0.001201208,0.005076645,0.0162127,0.740528],"study_design_scores_gemma":[0.002008826,0.0003252751,0.6380765,0.002606712,0.0004467248,0.00005956361,0.03761615,0.06460214,0.02085352,0.00109721,0.2301965,0.002110918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8507803,0.0005335207,0.009087909,0.006544932,0.002871181,0.001090395,0.00004843464,0.00002149931,0.1290218],"genre_scores_gemma":[0.7914454,0.0001265491,0.0341692,0.0001047318,0.0004090782,0.00008616096,0.002563387,0.00005301002,0.1710424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.738417,"threshold_uncertainty_score":0.9998172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03643524697657958,"score_gpt":0.3016266488304407,"score_spread":0.2651914018538611,"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."}}