{"id":"W3014713206","doi":"10.4000/books.psorbonne.54748","title":"Écrire et récrire","year":2019,"lang":"fr","type":"book-chapter","venue":"Éditions de la Sorbonne eBooks","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Computer science; Art; Humanities","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","insufficient_payload"],"category_scores_codex":[0.002788959,0.0004503076,0.0004577238,0.0001905888,0.001499434,0.0001351448,0.0004859535,0.00111521,0.002859368],"category_scores_gemma":[0.0004713307,0.000526842,0.0003961014,0.00005840309,0.005390028,0.0001682415,0.00006888057,0.001100584,0.001183985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432659,"about_ca_system_score_gemma":0.001681467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003017247,"about_ca_topic_score_gemma":0.0001579216,"domain_scores_codex":[0.9967076,0.001181869,0.0005081147,0.0005946878,0.0004092677,0.0005984131],"domain_scores_gemma":[0.99402,0.004637044,0.0003558963,0.0004607252,0.0002729653,0.0002533096],"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":[0.000002155065,0.00004116569,0.0001888516,0.00005240521,0.000125675,0.000005507628,0.0131676,0.00001583549,0.00002266663,0.979209,0.003838199,0.003330908],"study_design_scores_gemma":[0.0002937242,0.00006528384,0.001084733,0.0004255086,0.0001814178,0.00003274588,0.01572599,0.00002768197,0.000005622558,0.4449343,0.536611,0.000611941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003610775,0.0002927498,0.0003507696,0.01488309,0.003226968,0.0004566523,0.0002646076,0.0001654684,0.9767489],"genre_scores_gemma":[0.4907599,0.0006558202,0.002760302,0.002490172,0.004497306,0.00008881508,0.0003041166,0.00009074937,0.4983528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5342747,"threshold_uncertainty_score":0.9998005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429070667108552,"score_gpt":0.4207310693349268,"score_spread":0.2778240026240716,"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."}}