{"id":"W4206882804","doi":"","title":"ePortfolios, compétences et personnalisation des apprentissages","year":2006,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004314239,0.0006082994,0.0003258093,0.001159062,0.001545277,0.005533391,0.0008633326,0.001134372,0.01017127],"category_scores_gemma":[0.0175768,0.0003440003,0.0006213519,0.0009047178,0.003172862,0.006435404,0.003052605,0.002201997,0.002545506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331449,"about_ca_system_score_gemma":0.001750304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006753208,"about_ca_topic_score_gemma":0.003132143,"domain_scores_codex":[0.9954329,0.002067401,0.0002454386,0.0008125713,0.0009797994,0.000461971],"domain_scores_gemma":[0.9934472,0.002413162,0.0004619489,0.001469083,0.00174841,0.0004601821],"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":[0.0003336758,0.0002686568,0.02612747,0.0003357742,0.0000644608,0.001435552,0.1295742,0.001253673,0.01122875,0.4297757,0.005258549,0.3943436],"study_design_scores_gemma":[0.00008940372,0.0004892321,0.05523645,0.0006487133,0.0001430814,0.005750591,0.09426331,0.01093951,0.02726068,0.3102972,0.4947251,0.0001566854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5149077,0.001959899,0.2486823,0.003195369,0.0005504704,0.0002837357,0.0007473209,0.001285851,0.2283872],"genre_scores_gemma":[0.8937075,0.0007268384,0.04493933,0.0001418454,0.00008707786,0.0001502865,0.0006865626,0.0002440981,0.05931652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017127,"threshold_uncertainty_score":0.03402627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423719188598787,"score_gpt":0.3076192214267163,"score_spread":0.2733820295407284,"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."}}