{"id":"W3129177816","doi":"10.52358/mm.vi5.171","title":"Travail collectif et usages du numérique : Quelle catégorisation de pratiques chez des enseignants français à l’école et au collège?","year":2021,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035838,0.0003615594,0.0004950046,0.002055829,0.001526834,0.00266725,0.0006851823,0.0005657506,0.006287557],"category_scores_gemma":[0.01273601,0.0002417993,0.0005061383,0.002715137,0.001419171,0.001847818,0.001868347,0.000858251,0.0006684462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002298463,"about_ca_system_score_gemma":0.003729723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1380771,"about_ca_topic_score_gemma":0.1711994,"domain_scores_codex":[0.9967674,0.001065306,0.0002985746,0.000557871,0.0007992535,0.0005115579],"domain_scores_gemma":[0.985691,0.005260438,0.003675114,0.0006521904,0.002962383,0.001758814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001433379,0.0000759489,0.9099557,0.0002298264,0.0000720242,0.0001131681,0.05660004,0.000161477,0.0008416841,0.0005874484,0.0005966551,0.03062265],"study_design_scores_gemma":[0.000003715833,0.00008205187,0.9483709,0.0001131737,0.00001533756,0.00005814011,0.04619932,0.000219551,0.0001868091,0.00009094647,0.004633599,0.00002655335],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937235,0.0003462711,0.0008718347,0.0005219002,0.00001817505,0.00004585874,0.0004493223,0.00001837327,0.004004867],"genre_scores_gemma":[0.9953128,0.0002824807,0.0008452681,0.00009629886,0.00001149487,0.00009341398,0.0003177803,0.00001249716,0.003027964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380771,"threshold_uncertainty_score":0.2745467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250615682309297,"score_gpt":0.3850393027369837,"score_spread":0.2599777345060539,"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."}}