{"id":"W4311890270","doi":"10.3917/riges.474.0108","title":"Attention à la positivité toxique !","year":2022,"lang":"fr","type":"article","venue":"Gestion","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Employment and Social Development Canada; HEC Montréal","funders":"","keywords":"Humanities; Political science; Physics; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00494487,0.0001314091,0.00020555,0.00006374449,0.001662664,0.000008611077,0.00009620301,0.0006867055,0.003284544],"category_scores_gemma":[0.0004349056,0.0001511207,0.00009877156,0.0003197883,0.00007218104,0.0001362175,0.000125315,0.003971214,0.0004436947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007409406,"about_ca_system_score_gemma":0.0008173626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517588,"about_ca_topic_score_gemma":0.0001026207,"domain_scores_codex":[0.9911487,0.007272643,0.0004096647,0.0002771246,0.0003709135,0.0005210027],"domain_scores_gemma":[0.9981802,0.001122242,0.0001724339,0.000233335,0.0000867065,0.0002050641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001145334,0.0008542406,0.01888184,0.001845323,0.00006560484,0.0001576722,0.06570362,0.0002388143,0.002238345,0.1297609,0.4931034,0.2870358],"study_design_scores_gemma":[0.0008228439,0.0003510566,0.1763782,0.0004080868,0.00006133346,0.00005427526,0.01634846,0.0009381744,0.000005684851,0.001040243,0.8034276,0.0001640641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6088685,0.003133782,0.002263087,0.3603747,0.007240399,0.0009632714,0.0001044463,0.0001422648,0.01690948],"genre_scores_gemma":[0.9140113,0.0009080791,0.0004677173,0.01137099,0.001254402,0.0002130629,0.0001751287,0.0000345737,0.07156476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3490037,"threshold_uncertainty_score":0.999637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745294866056484,"score_gpt":0.3797503154583023,"score_spread":0.3422973667977375,"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."}}