{"id":"W2126567865","doi":"10.4236/health.2013.510a2005","title":"Effects of machining conditions on specific surface of PM<sub>2.5</sub> emitted during metal cutting","year":2013,"lang":"en","type":"article","venue":"Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Nanometre; Materials science; Machining; Metallurgy; Aluminium; Metal; Alloy; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001650503,0.0004436974,0.0009047095,0.0001651515,0.0007886981,0.00004121461,0.0003857492,0.0002308822,0.001622888],"category_scores_gemma":[0.0004239284,0.0004414739,0.00019294,0.0006615687,0.0003869219,0.0004309887,0.0002208936,0.0006778771,0.002572198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000662771,"about_ca_system_score_gemma":0.0001568511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824502,"about_ca_topic_score_gemma":0.0006789534,"domain_scores_codex":[0.9949232,0.00074143,0.001335508,0.0007163612,0.0009642749,0.001319233],"domain_scores_gemma":[0.996308,0.0009625659,0.001034155,0.0007971949,0.00004792151,0.0008502222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003122664,0.002090486,0.03332586,0.005986224,0.0001921239,0.000009838834,0.02150758,0.009805306,0.8485324,0.001488752,0.06597528,0.01077387],"study_design_scores_gemma":[0.003354551,0.0007557442,0.9173063,0.002054565,0.00009671279,0.00007079347,0.00034877,0.0003340136,0.03424428,0.001104689,0.03902406,0.001305499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921099,0.0006510043,0.0008581942,0.002374382,0.000373359,0.001325286,0.00009657925,0.0001457021,0.00206561],"genre_scores_gemma":[0.9890688,0.0004353502,0.007819178,0.001623077,0.0001295832,0.00003730941,0.0001246269,0.00006944406,0.0006926443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8839805,"threshold_uncertainty_score":0.9998037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0481953480022136,"score_gpt":0.32173548534643,"score_spread":0.2735401373442164,"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."}}