{"id":"W4242628515","doi":"10.1520/d3639_d3639m","title":"Test Method for Classification of Asbestos by Quebec Standard Test","year":2013,"lang":"en","type":"standard","venue":"","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Test (biology); Statistics; Environmental science; Mathematics; Geology; Materials science; Metallurgy; Paleontology","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":[0.005079779,0.001022281,0.0008736668,0.007888326,0.001991786,0.001518205,0.003482417,0.0008597969,0.06951198],"category_scores_gemma":[0.02449432,0.0005269357,0.0009154485,0.004633484,0.0009755521,0.0007796751,0.001083406,0.001283991,0.01207426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008918538,"about_ca_system_score_gemma":0.01472315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5111144,"about_ca_topic_score_gemma":0.6201442,"domain_scores_codex":[0.9910149,0.001113166,0.0008716651,0.0009532555,0.005560828,0.0004862425],"domain_scores_gemma":[0.9822413,0.002188994,0.0009195918,0.0008440185,0.01346784,0.0003382108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001372087,0.0004367298,0.1147613,0.001368356,0.000460573,0.0004327641,0.0006092362,0.002160645,0.007469624,0.01355274,0.3900807,0.4672953],"study_design_scores_gemma":[0.0004446792,0.0006993181,0.3071992,0.001360034,0.0004128931,0.001082238,0.0006760451,0.01626227,0.01518209,0.003425667,0.6530051,0.0002504862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0869296,0.009474899,0.3452615,0.002999477,0.003863582,0.02124958,0.2051721,0.01226074,0.3127885],"genre_scores_gemma":[0.2868676,0.003585899,0.3878033,0.001723967,0.0002457119,0.01713811,0.07636192,0.00229665,0.2239769],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4888856,"threshold_uncertainty_score":0.9835296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016900896698684,"score_gpt":0.3187757511757754,"score_spread":0.3018748544770914,"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."}}