{"id":"W6992347002","doi":"","title":"Les modifications lexicales apportées par les réviseurs professionnels dans leur tâche de révision : du problème à la solution","year":2009,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Industrial property; General interest; Self evaluation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001156035,0.002396689,0.001962355,0.002511151,0.004682157,0.0002885337,0.003335031,0.0032217,0.00145399],"category_scores_gemma":[0.0002973427,0.002825471,0.001271117,0.003179446,0.002180576,0.001251552,0.001307727,0.002642108,0.00120235],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007398178,"about_ca_system_score_gemma":0.002476281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03422449,"about_ca_topic_score_gemma":0.02816809,"domain_scores_codex":[0.9890903,0.002822889,0.001064883,0.002886221,0.001686825,0.002448942],"domain_scores_gemma":[0.9922948,0.0006803447,0.002200405,0.002101129,0.001187576,0.001535691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002145914,0.004829949,0.04717694,0.001265289,0.001657304,0.00429034,0.07474449,0.003296008,0.3959736,0.2231373,0.07588532,0.1655975],"study_design_scores_gemma":[0.008643951,0.001269326,0.1227813,0.005406583,0.006150934,0.0009091023,0.03240557,0.01022971,0.0168222,0.002266083,0.7868931,0.006222144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.374359,0.007493164,0.02682952,0.015575,0.001214245,0.005667736,0.002576807,0.003878151,0.5624064],"genre_scores_gemma":[0.5045441,0.009503278,0.00355663,0.00007692062,0.0006372291,0.00001984277,0.00121757,0.001140255,0.4793041],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7110078,"threshold_uncertainty_score":0.9996588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090566309372799,"score_gpt":0.2220686557099747,"score_spread":0.2011629926162467,"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."}}