{"id":"W2896200888","doi":"10.7202/1052105ar","title":"La fabrique interactive des analyses qualitatives","year":2018,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Art; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03206854,0.0003695977,0.0005365448,0.0002243362,0.0006823052,0.0001451656,0.0004780096,0.0005889292,0.0005368959],"category_scores_gemma":[0.04817674,0.0003659596,0.0002843884,0.001185653,0.01827125,0.001353836,0.00005507532,0.0007120769,0.0004238202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008198982,"about_ca_system_score_gemma":0.001034796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484953,"about_ca_topic_score_gemma":0.0007883136,"domain_scores_codex":[0.9374613,0.06038397,0.0006833858,0.000529438,0.0003663569,0.0005755271],"domain_scores_gemma":[0.9064717,0.09118587,0.0005522697,0.0002233891,0.001324997,0.000241784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002440063,0.0002353474,0.0003480176,0.0000709206,0.0003658147,0.000001032304,0.7216526,0.000001127557,0.0003156835,0.2524008,0.001345257,0.0232391],"study_design_scores_gemma":[0.0001937883,0.0003080269,0.004386008,0.000347891,0.00007651893,0.000002797755,0.6839381,0.0000122102,0.0003939105,0.2428471,0.06715909,0.0003345337],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5337771,0.02411421,0.04621282,0.05748682,0.004895292,0.0005273517,0.00009718021,0.0002222978,0.3326669],"genre_scores_gemma":[0.8257723,0.003477669,0.125706,0.0007605667,0.005554422,0.00006643283,0.00002527143,0.00005095356,0.03858637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2940806,"threshold_uncertainty_score":0.9998792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8902062974132064,"score_gpt":0.7161213100376086,"score_spread":0.1740849873755979,"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."}}