{"id":"W2919045825","doi":"","title":"Communications au travail et conception de dispositifs de formation, Communiquer, 18.","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.02130714,0.000474902,0.000499837,0.0002877151,0.003229097,0.0004524056,0.003602413,0.001090726,0.0007952633],"category_scores_gemma":[0.002575709,0.0005230944,0.0003362322,0.0006599962,0.004034581,0.001129756,0.001602943,0.001951869,0.0005593697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001649476,"about_ca_system_score_gemma":0.001616634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00894598,"about_ca_topic_score_gemma":0.02175625,"domain_scores_codex":[0.9698329,0.02710614,0.001100621,0.0004896641,0.0005246778,0.0009459888],"domain_scores_gemma":[0.9890369,0.003735607,0.001327787,0.003260178,0.002290472,0.0003491021],"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":[0.00001153527,0.0002926427,0.002839772,0.00009938434,0.00006507649,0.000001080861,0.1498877,0.0000497292,0.0005261759,0.7795085,0.002470328,0.06424808],"study_design_scores_gemma":[0.002569942,0.000004797493,0.02636773,0.01025857,0.0003115362,0.0000995612,0.02801385,0.04460518,0.01759313,0.1170849,0.7508319,0.002258909],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0384259,0.001326476,0.5217877,0.1139199,0.0002621267,0.0007057679,0.0001153595,0.0006061122,0.3228507],"genre_scores_gemma":[0.9188969,0.006837713,0.04613974,0.0008859485,0.00006327462,0.000249365,0.0009712273,0.00005673606,0.02589914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.880471,"threshold_uncertainty_score":0.9997221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254400932551925,"score_gpt":0.2792179915109506,"score_spread":0.2566739821854313,"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."}}