{"id":"W4312583286","doi":"10.3917/dbu.rauce.2021.01.0109","title":"Accompagner les étudiants","year":2021,"lang":"fr","type":"book-chapter","venue":"Pédagogies en développement. Problématiques et recherches","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadians Living with HIV","funders":"","keywords":"Sociology","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":[0.005581299,0.0006743544,0.0004042963,0.00137462,0.003091367,0.005872302,0.000818633,0.003106682,0.01570115],"category_scores_gemma":[0.009634849,0.0003522386,0.0004220452,0.001422906,0.003759253,0.00656876,0.002804207,0.005567979,0.006756941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003618883,"about_ca_system_score_gemma":0.00470819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007356331,"about_ca_topic_score_gemma":0.0110534,"domain_scores_codex":[0.9956402,0.00274205,0.00007234653,0.0003014494,0.0008823957,0.000361584],"domain_scores_gemma":[0.9966428,0.001762246,0.0001431338,0.0002033927,0.0008962747,0.0003520678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006754914,0.0001057071,0.001472434,0.0002552306,0.00001020392,0.0005987199,0.02330027,0.0002991057,0.001340532,0.5363735,0.2328106,0.2033661],"study_design_scores_gemma":[0.000003851996,0.00001041728,0.000381042,0.0001033064,0.000002015752,0.0002035304,0.002435754,0.0001119146,0.0002397207,0.01376343,0.9827393,0.000005767115],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02089405,0.1200757,0.04257289,0.1606521,0.01354704,0.0001694819,0.0003304371,0.0004638937,0.6412944],"genre_scores_gemma":[0.1073619,0.0404885,0.02146086,0.01295315,0.004206922,0.0002982718,0.0003113758,0.0004621694,0.8124569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01570115,"threshold_uncertainty_score":0.05252558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.638176446025391,"score_gpt":0.5283715461848421,"score_spread":0.109804899840549,"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."}}