{"id":"W4240321513","doi":"10.1007/978-3-540-72816-0_3425","title":"Canadian asbestos","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Asbestos; Materials science; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001996471,0.0009946389,0.0004462566,0.002117463,0.004709398,0.002510953,0.0008213182,0.0009488785,0.2030012],"category_scores_gemma":[0.0004447582,0.0003611796,0.0002792104,0.002774531,0.0006565317,0.001233547,0.0009399953,0.001421573,0.06822745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008286589,"about_ca_system_score_gemma":0.0113151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7366554,"about_ca_topic_score_gemma":0.9449569,"domain_scores_codex":[0.9997553,0.000008094955,0.000005464918,0.00004055356,0.0001529098,0.0000376596],"domain_scores_gemma":[0.999786,0.00001024884,0.000005565811,0.00001180487,0.0001460232,0.00004036458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000007396893,0.000007003438,0.0001283847,0.00004920783,0.000001118885,0.00004970514,0.0001432653,0.00005713644,0.0001334127,0.01189853,0.9112111,0.07631368],"study_design_scores_gemma":[3.906721e-7,8.363352e-7,0.0001710351,0.00001665501,7.128615e-7,0.0000165211,0.00004301326,0.000008714597,0.0000251404,0.0003623329,0.9993533,0.000001292323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000357167,0.01250291,0.0003035747,0.002681044,0.00165868,0.00002476029,0.0009144255,0.0001287849,0.9814286],"genre_scores_gemma":[0.0008933312,0.003356394,0.0001812219,0.0001829802,0.00004933811,0.000004471557,0.0001672937,0.00002537563,0.9951396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2633446,"threshold_uncertainty_score":0.6791067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055899107338461,"score_gpt":0.2171381000250474,"score_spread":0.2065791089516628,"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."}}