{"id":"W2331246738","doi":"10.1080/104732201300367191","title":"Electron Microscopy Study of Refractory Ceramic Fibers","year":2001,"lang":"en","type":"article","venue":"Applied Occupational and Environmental Hygiene","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; South Health Campus","funders":"National Institute for Occupational Safety and Health; University of Cincinnati","keywords":"Sizing; Fiber; Scanning electron microscope; Materials science; Ceramic; Transmission electron microscopy; Composite material; Sample preparation; Nanotechnology; Chemistry; Chromatography","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":[0.00004536019,0.0001695408,0.0002062549,0.00007208932,0.00009816092,0.000005750709,0.00005106184,0.0000511116,0.0003705306],"category_scores_gemma":[0.00000247506,0.0001530162,0.00004574315,0.00007367264,0.0001411547,0.00007007961,0.00005674111,0.00009007862,0.00004662459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103911,"about_ca_system_score_gemma":0.00001589682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004654293,"about_ca_topic_score_gemma":0.000004826342,"domain_scores_codex":[0.9988922,0.00001251157,0.0002547626,0.0003078648,0.0003526805,0.000180015],"domain_scores_gemma":[0.9995871,0.00003272475,0.00008282056,0.0001693941,0.000003490994,0.0001245325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002193047,0.003312801,0.8496373,0.00002377445,0.00009049597,0.00001078501,0.0002132123,0.000084741,0.1394094,0.00007646727,0.0001410482,0.004806852],"study_design_scores_gemma":[0.001980606,0.0008657995,0.990522,0.000009235531,0.00009874121,0.00002692266,0.0006140495,0.00003779672,0.004466642,0.00009918424,0.001132144,0.00014694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978964,0.0002236226,0.00001219959,0.00003154266,0.00002614269,0.000414319,0.00004997383,0.00001910829,0.001326712],"genre_scores_gemma":[0.9984435,0.0002136943,0.0001960935,0.0002079589,0.00005506903,0.00004395504,0.0004573205,0.00001832925,0.0003640123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1408846,"threshold_uncertainty_score":0.6239819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008768413593374283,"score_gpt":0.2588659445899751,"score_spread":0.2500975309966009,"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."}}