{"id":"W4313451781","doi":"10.31468/dwr.1017","title":"CNESST : un site Web à rebâtir","year":2022,"lang":"fr","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Web site; World Wide Web; Computer science; The Internet","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003128617,0.0003653898,0.0005236394,0.000147353,0.002303679,0.0002034631,0.0005779218,0.0002471644,0.006538486],"category_scores_gemma":[0.0007978912,0.0003936281,0.0001995983,0.0009167244,0.001656853,0.0003694914,0.0006295532,0.001334965,0.0001131505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414099,"about_ca_system_score_gemma":0.0004078205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896957,"about_ca_topic_score_gemma":0.0003950364,"domain_scores_codex":[0.9943494,0.002563558,0.0004669156,0.0007759261,0.0006882476,0.001155964],"domain_scores_gemma":[0.9977304,0.001142473,0.0003171001,0.0004395993,0.00007296138,0.0002974437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004778782,0.0005319678,0.09156833,0.0001413693,0.0001517856,0.001407025,0.0316122,0.0002004844,0.001060936,0.07836954,0.01387728,0.7810313],"study_design_scores_gemma":[0.001248052,0.0005066622,0.01598269,0.000171368,0.0003389383,0.0001774616,0.1510746,0.001118827,0.0002221721,0.00690524,0.8209227,0.001331378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8433998,0.06284966,0.0001354268,0.04232201,0.002647666,0.0003121902,0.000175163,0.0002689497,0.04788909],"genre_scores_gemma":[0.9643525,0.00190769,0.003119382,0.001231192,0.001029029,0.00007254905,0.00005816305,0.00005347141,0.02817599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8070454,"threshold_uncertainty_score":0.9998516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09637473733124767,"score_gpt":0.4246900017499026,"score_spread":0.3283152644186549,"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."}}