{"id":"W2805365182","doi":"10.3917/rips1.057.0133","title":"Écrire les objets / Laisser les objets s’écrire","year":2018,"lang":"fr","type":"article","venue":"Revue internationale de psychosociologie et de gestion des comportements organisationnels","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Université TÉLUQ","funders":"","keywords":"Humanities; Philosophy; 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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005064311,0.0004582957,0.0004132043,0.0002433882,0.001707042,0.0002037607,0.0008752663,0.0008180114,0.004597501],"category_scores_gemma":[0.004068077,0.0005496908,0.0002323422,0.0004626624,0.003453488,0.0007553031,0.00009897446,0.0006921162,0.0004774032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078303,"about_ca_system_score_gemma":0.0008675417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499001,"about_ca_topic_score_gemma":0.0005461737,"domain_scores_codex":[0.9945246,0.002262875,0.001017916,0.0008103364,0.000546362,0.0008379138],"domain_scores_gemma":[0.9945619,0.002655213,0.0007612844,0.0003815248,0.001340209,0.0002998845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002990735,0.0007948694,0.4446871,0.0001899422,0.0005663893,0.00001087282,0.1040319,0.0004742187,0.001256868,0.3771297,0.01403598,0.05679222],"study_design_scores_gemma":[0.001228309,0.0003234763,0.6642249,0.001245543,0.0001828153,0.00009886624,0.06119428,0.001244354,0.0003944582,0.1108856,0.1579737,0.001003705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8428069,0.002077367,0.0181077,0.09815758,0.007724068,0.0006076021,0.0001214752,0.0003222095,0.03007513],"genre_scores_gemma":[0.9517481,0.005640093,0.01330937,0.00189977,0.007292536,0.0001496713,0.0003573503,0.00007317136,0.01952989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2662441,"threshold_uncertainty_score":0.9996955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3803914315584688,"score_gpt":0.4759136818216945,"score_spread":0.0955222502632257,"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."}}