{"id":"W4233721844","doi":"10.4000/pistes.4494","title":"Regards d’ergonomes sur le travail","year":2015,"lang":"fr","type":"paratext","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001509469,0.002365881,0.002737143,0.0009749563,0.0005991317,0.001052155,0.001997268,0.00146576,0.003895405],"category_scores_gemma":[0.0002639287,0.002610182,0.001503821,0.0004682842,0.001706914,0.001177539,0.001111548,0.003046531,0.003673164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002478317,"about_ca_system_score_gemma":0.002985921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004041302,"about_ca_topic_score_gemma":0.01183843,"domain_scores_codex":[0.9921417,0.0009214247,0.001813539,0.002426243,0.0007859039,0.001911186],"domain_scores_gemma":[0.9949896,0.0007654684,0.0006273706,0.00181942,0.0007577703,0.001040373],"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":[0.0008143792,0.002488979,0.0003248549,0.001735703,0.004002491,0.0002462295,0.4540153,0.02052238,0.0007140986,0.01178983,0.4580884,0.04525733],"study_design_scores_gemma":[0.01162221,0.001662349,0.2527857,0.004202941,0.0009906435,0.0003876765,0.1264197,0.01252552,0.001373535,0.005563416,0.5715306,0.01093565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4618625,0.04411869,0.001057063,0.0007797368,0.005406124,0.0009935688,0.001310943,0.0006419442,0.4838294],"genre_scores_gemma":[0.8419876,0.007803123,0.0005370499,0.00005465625,0.001838,0.0001771152,0.0003105819,0.0007369611,0.1465549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3801251,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750575859593783,"score_gpt":0.2795242844631901,"score_spread":0.2620185258672523,"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."}}