{"id":"W7001710028","doi":"","title":"L'exposition des travailleurs de la construction à la silice cristalline","year":2011,"lang":"fr","type":"article","venue":"","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construction industry; Materials testing; Work safety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000887024,0.0001946634,0.0001937598,0.0001342537,0.0001651633,0.0003378567,0.0005513957,0.0001843149,0.001164954],"category_scores_gemma":[0.00008319959,0.0001978581,0.0001122687,0.0005473019,0.001008554,0.00137458,0.0001420119,0.000217318,0.0003179291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103066,"about_ca_system_score_gemma":0.0001455381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003145607,"about_ca_topic_score_gemma":0.0002688705,"domain_scores_codex":[0.9979659,0.0006706008,0.000321917,0.0004408258,0.0002250219,0.0003756754],"domain_scores_gemma":[0.998797,0.0002022722,0.0001209925,0.0005267037,0.0001539759,0.0001990394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003115137,0.0004943108,0.005344753,0.00008325005,0.0001587793,0.000177938,0.006868154,0.00007172585,0.004260207,0.697616,0.009129523,0.2757642],"study_design_scores_gemma":[0.003168657,0.001260765,0.1910375,0.0006397071,0.001448734,0.00893288,0.006648676,0.3442731,0.08260313,0.1614858,0.1957115,0.002789496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0423144,0.0008166857,0.8193752,0.0004244921,0.0003301896,0.00007567297,0.00001589805,0.0001470574,0.1365004],"genre_scores_gemma":[0.481762,0.0005814949,0.5080411,0.0003790826,0.0001371987,0.000009208688,0.00001965395,0.00001996514,0.009050255],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5361302,"threshold_uncertainty_score":0.9997481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004358381338084,"score_gpt":0.2648749373133032,"score_spread":0.2248313534999224,"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."}}