{"id":"W2059992605","doi":"10.3389/fonc.2012.00148","title":"Generation of polycyclic aromatic hydrocarbons (PAHs) during woodworking operations","year":2012,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Environmental science; Pulp and paper industry; Environmental chemistry; Lacquer; Melamine; Combustion; Fiberboard; Wood industry; Beech; Chemistry; Materials science; Composite material; Forestry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000951233,0.00007134455,0.0001956011,0.0001287548,0.00004380042,0.000002136133,0.00003530569,0.00007262079,0.0000231858],"category_scores_gemma":[0.00004403941,0.00006772047,0.0000420023,0.0001051556,0.00006359811,0.00009231207,0.00001867526,0.00007705171,0.00001027469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409286,"about_ca_system_score_gemma":0.00004131506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002489573,"about_ca_topic_score_gemma":0.00001695718,"domain_scores_codex":[0.9993507,0.00005519681,0.0002220593,0.00009577648,0.0001037311,0.0001725477],"domain_scores_gemma":[0.9997497,0.00001934689,0.0000404722,0.0001038952,0.000001133072,0.00008548266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007667982,0.000508796,0.9747693,0.00001453779,0.00003941219,0.000004879774,0.0003590937,0.0001037945,0.02002694,0.00003709131,0.0008778828,0.00318161],"study_design_scores_gemma":[0.00102493,0.0001416234,0.9896184,0.00003983662,0.00008807959,0.00002618222,0.0002980871,0.003613763,0.003856041,0.0001184044,0.00108343,0.00009122825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951434,0.001110573,0.0006879374,0.0002940583,0.0005772204,0.0001720888,0.000002514513,0.00001302462,0.001999158],"genre_scores_gemma":[0.9897847,0.00007568603,0.009410354,0.0001660347,0.0002237242,0.00003522873,0.00006534151,0.000009475094,0.0002294551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0161709,"threshold_uncertainty_score":0.276156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03086953199801376,"score_gpt":0.2944871378688,"score_spread":0.2636176058707863,"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."}}