{"id":"W1542419020","doi":"10.1093/oso/9780199534852.001.0001","title":"Defending The Indefensible: The Global Asbestos Industry and its Fight for Survival","year":2008,"lang":"en","type":"book","venue":"","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Government (linguistics); Political science; Mesothelioma; Argument (complex analysis); Legislation; Reputation; Business; Economic growth; Law; Medicine; Economics","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":[0.001046575,0.0007414483,0.000429286,0.0008216724,0.002797637,0.008801686,0.0006757846,0.002537887,0.007261842],"category_scores_gemma":[0.001747453,0.0001941256,0.0003509817,0.0008613442,0.00988124,0.006181054,0.002348637,0.00624456,0.002008713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003284157,"about_ca_system_score_gemma":0.002392987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002399214,"about_ca_topic_score_gemma":0.004843265,"domain_scores_codex":[0.9993252,0.0003013751,0.00001440678,0.00006609647,0.0001963792,0.00009665894],"domain_scores_gemma":[0.9985476,0.0009654686,0.0000936863,0.00008424922,0.0001748485,0.0001340688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001904512,0.00002199091,0.0002340055,0.0001170554,0.000007309977,0.0001440561,0.004462127,0.0004351937,0.0001703635,0.7338495,0.2308599,0.02967945],"study_design_scores_gemma":[0.000005496976,0.00002539145,0.0003273859,0.0004808902,0.000006578975,0.0001164269,0.002990505,0.0001825338,0.0001374516,0.131852,0.863865,0.00001047939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007819288,0.1338452,0.003518519,0.1623803,0.01375039,0.00003117425,0.00007799306,0.00009821006,0.6784789],"genre_scores_gemma":[0.3348311,0.170718,0.003352993,0.05219005,0.01984723,0.0001091626,0.0002106717,0.0002898213,0.4184509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008801686,"threshold_uncertainty_score":0.0242933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353504997511933,"score_gpt":0.2775441851694401,"score_spread":0.2440091351943208,"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."}}