{"id":"W4399281155","doi":"10.52975/llt.2024v93.010","title":"Multiscalar Toxicities","year":2024,"lang":"fr","type":"article","venue":"Labour / Le Travail","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Business","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006884588,0.0005188928,0.000610944,0.0002696876,0.0005476624,0.000160077,0.0004849281,0.001372091,0.01193445],"category_scores_gemma":[0.0001588414,0.0005276002,0.0003654393,0.000398092,0.001860492,0.0004192562,0.0001578515,0.001472502,0.01740569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160071,"about_ca_system_score_gemma":0.0006523085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023891,"about_ca_topic_score_gemma":0.0001447148,"domain_scores_codex":[0.996295,0.001210585,0.0006222316,0.0006558425,0.00006672421,0.001149579],"domain_scores_gemma":[0.9985308,0.0006994471,0.00007846555,0.00054848,0.00008435331,0.00005845758],"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":[0.0006653935,0.0006374408,0.0001624376,0.0009322478,0.001954622,0.0006297422,0.005983337,0.0000115074,0.519856,0.1851501,0.1027259,0.1812914],"study_design_scores_gemma":[0.001036189,0.0004400599,0.007809997,0.0005486248,0.0001418195,0.000995077,0.001266186,0.00002714187,0.1382713,0.0008598869,0.8480803,0.0005234421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.3953148,0.5734926,0.0002984244,0.008058692,0.01691811,0.0002783684,0.0003185289,0.0003409932,0.004979366],"genre_scores_gemma":[0.4790014,0.008224783,0.00008738421,0.0006460669,0.0002183478,0.00003906422,0.00005906711,0.00006038176,0.5116636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7453544,"threshold_uncertainty_score":0.9999244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053545795726186,"score_gpt":0.2405688570930777,"score_spread":0.2300333991358158,"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."}}