{"id":"W6891639182","doi":"10.4224/40000421","title":"Systèmes d'aide à l'apprentissage et au rendement : le dossier personnel d'apprentisage : livre blanc-études sur utilisateurs","year":2015,"lang":"fr","type":"report","venue":"National Research Council Canada (Government of Canada)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Information scientist; Center (category theory); Inspector general","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008310447,0.0009788689,0.0007299195,0.00222547,0.003807147,0.01051199,0.001912783,0.00273022,0.01126587],"category_scores_gemma":[0.01230525,0.0007409112,0.0008647142,0.002927968,0.004073226,0.007808804,0.004506925,0.002891032,0.004417829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01015428,"about_ca_system_score_gemma":0.0157718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1693134,"about_ca_topic_score_gemma":0.1237545,"domain_scores_codex":[0.990265,0.003526602,0.0004538026,0.001099596,0.00389501,0.0007600394],"domain_scores_gemma":[0.9897158,0.003525462,0.0005042182,0.001355175,0.003955606,0.0009436996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005542776,0.0005089123,0.01619024,0.002513816,0.0001177136,0.0005710804,0.0599372,0.01239493,0.01479256,0.1960944,0.02990995,0.6664149],"study_design_scores_gemma":[0.00005668205,0.0005892784,0.02193833,0.002324947,0.0001034601,0.0007066015,0.02690398,0.01880592,0.009612887,0.02545952,0.893261,0.0002374544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.219031,0.02885076,0.3969687,0.02809894,0.001062679,0.001663806,0.001475083,0.00555928,0.3172897],"genre_scores_gemma":[0.6104817,0.01998369,0.2022372,0.001915098,0.0002626802,0.0009321396,0.00186934,0.001100423,0.1612178],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1693134,"threshold_uncertainty_score":0.3366558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2558501223865615,"score_gpt":0.3162448311237907,"score_spread":0.06039470873722924,"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."}}