{"id":"W7133424090","doi":"","title":"Le portfolio électronique un outil d'enseignement et d'apprentissage polyvalent et efficace pour améliorer la pédagogie universitaire ?","year":2014,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portfolio; Local Development; Context (archaeology)","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":[0.002632327,0.0003562809,0.0003315544,0.0001627107,0.0008079342,0.0002350553,0.000603748,0.0003374642,0.001184875],"category_scores_gemma":[0.0006426353,0.000416973,0.0002230186,0.0006998462,0.0006399658,0.0008544751,0.0002285116,0.0007796373,0.0003654368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000842391,"about_ca_system_score_gemma":0.002298068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002958314,"about_ca_topic_score_gemma":0.002176104,"domain_scores_codex":[0.9940249,0.003470685,0.0003538936,0.0006854399,0.000642268,0.0008227656],"domain_scores_gemma":[0.9975073,0.0009815641,0.0004390347,0.0005723384,0.0001791011,0.0003206514],"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":[0.00005836434,0.002080133,0.002597954,0.00005204435,0.0002634943,0.00005119356,0.0404445,0.0003490028,0.001266039,0.7496181,0.04713904,0.1560801],"study_design_scores_gemma":[0.0007244882,0.0002380923,0.01418955,0.0001206549,0.0002496679,0.00002229141,0.02594623,0.0002059643,0.001212727,0.01281631,0.9437167,0.000557311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2031456,0.001113362,0.01112106,0.1261295,0.002061654,0.0005538954,0.00002336387,0.0001734864,0.6556781],"genre_scores_gemma":[0.9203084,0.002690546,0.004205265,0.000717389,0.0003137783,0.00002916675,0.00002288322,0.00005687982,0.07165566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8965777,"threshold_uncertainty_score":0.9998282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162751565725778,"score_gpt":0.3348582420487741,"score_spread":0.3132307263915163,"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."}}