{"id":"W3004720421","doi":"","title":"Critiques du numérique en éducation et formation. Enjeux, méthodes et perspectives","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; 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":[0.02783517,0.001617812,0.002035319,0.009361099,0.00311634,0.01301969,0.002982347,0.003754713,0.007940098],"category_scores_gemma":[0.05070702,0.0006030785,0.000977769,0.01255288,0.03203293,0.01315552,0.005632407,0.005504206,0.0009049566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01431262,"about_ca_system_score_gemma":0.01116068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035292,"about_ca_topic_score_gemma":0.01375254,"domain_scores_codex":[0.9703598,0.02373758,0.0006254353,0.001240968,0.003536195,0.0005000423],"domain_scores_gemma":[0.9043329,0.08685714,0.002028691,0.002999696,0.003258654,0.0005229717],"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":[0.00001673732,0.00001303939,0.0003467065,0.0003126557,0.00001521286,0.00001691076,0.002120959,0.0004418994,0.00001918892,0.9747301,0.002469261,0.01949727],"study_design_scores_gemma":[0.00002863706,0.00001953325,0.00169852,0.001634234,0.00002103998,0.000113562,0.003565061,0.002181669,0.0002447079,0.8446685,0.1457969,0.00002760083],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02917228,0.3074763,0.1546409,0.2322399,0.005395235,0.0001079322,0.0005043282,0.0002637992,0.2701992],"genre_scores_gemma":[0.7298535,0.1520129,0.05803564,0.007850106,0.007542065,0.0009116305,0.0002970473,0.0004802681,0.04301689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02783517,"threshold_uncertainty_score":0.1472082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065404030057942,"score_gpt":0.3997038776926557,"score_spread":0.2931634746868614,"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."}}