{"id":"W7034355541","doi":"","title":"Toxicité et sentiment : comment l'étude des sentiments peut aider la détection de toxicité","year":2019,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Medical research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs","keywords":"Context (archaeology); Conversation; Ligne","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008059181,0.001282318,0.001430676,0.001173844,0.0007770949,0.0001419899,0.000974923,0.001204774,0.006326267],"category_scores_gemma":[0.0001595527,0.00136502,0.0008514888,0.0009554058,0.0006268064,0.0003973697,0.001147407,0.001620491,0.002261343],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007128205,"about_ca_system_score_gemma":0.001721138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01629334,"about_ca_topic_score_gemma":0.005047805,"domain_scores_codex":[0.9927405,0.001149136,0.0005425102,0.001510312,0.001940693,0.002116835],"domain_scores_gemma":[0.9951649,0.0006802324,0.0005308656,0.00119858,0.000299541,0.002125894],"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":[0.00905274,0.01491084,0.1574882,0.005459321,0.02584255,0.04458283,0.04083116,0.000634624,0.1198987,0.05866154,0.1873689,0.3352686],"study_design_scores_gemma":[0.01877359,0.002810254,0.02337858,0.004423507,0.003744262,0.000601012,0.004662485,0.001175694,0.02945344,0.0003043161,0.9090512,0.001621644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1772556,0.01231767,0.004447635,0.009373182,0.00224514,0.003972135,0.000489937,0.0005607994,0.7893379],"genre_scores_gemma":[0.07779374,0.02708426,0.001268429,0.001475494,0.0004408611,0.00001251297,0.0004773442,0.0004261507,0.8910212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7216823,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629352505329033,"score_gpt":0.2668055262422318,"score_spread":0.2505120011889415,"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."}}