{"id":"W4285315983","doi":"10.4000/questionsvives.6550","title":"L’accompagnement en ligne dans tous ses états","year":2021,"lang":"fr","type":"article","venue":"Questions vives recherches en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Political science; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005168339,0.0002712052,0.0002796272,0.0001294594,0.0009981912,0.000134238,0.0003349453,0.0005510373,0.0007254085],"category_scores_gemma":[0.007247381,0.000335648,0.0001558543,0.0009302745,0.001022621,0.000526509,0.00005636614,0.0005508791,0.000326628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002619063,"about_ca_system_score_gemma":0.004740221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189211,"about_ca_topic_score_gemma":0.001881408,"domain_scores_codex":[0.9901013,0.007983895,0.0005160525,0.0005762211,0.0003323775,0.0004901962],"domain_scores_gemma":[0.9921514,0.006363758,0.0002236735,0.0003917514,0.0006587516,0.0002106085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002254136,0.0009341951,0.003496918,0.00008670612,0.0001214307,0.000001894411,0.517224,0.00009429668,0.001251325,0.4376978,0.006869698,0.03221947],"study_design_scores_gemma":[0.0002549156,0.0001036049,0.1018133,0.0003876495,0.0002493898,0.00003769693,0.6192917,0.0001046656,0.001131586,0.06552979,0.2104938,0.0006018674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5407578,0.01399985,0.007247161,0.264102,0.01655002,0.0007318688,0.00007725623,0.0003049246,0.156229],"genre_scores_gemma":[0.7926974,0.01392401,0.04999424,0.0006588611,0.007127427,0.0002301998,0.0004500208,0.00004987932,0.1348679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.372168,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3573164039601531,"score_gpt":0.5100143036666612,"score_spread":0.1526978997065082,"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."}}