{"id":"W3129881937","doi":"","title":"한국산 석면의 산 용해도 평가 연구","year":2014,"lang":"ko","type":"article","venue":"Han-guk saneop bogeon hakoeji","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chrysotile; Chemistry; Distilled water; Amphibole; Nuclear chemistry; Asbestos; Animal science; Mineralogy; Materials science; Chromatography; Metallurgy; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003669915,0.0006727151,0.0007545936,0.0001825653,0.0003605674,0.00009307745,0.0003695377,0.0003596942,0.009937259],"category_scores_gemma":[0.0003341212,0.0006292898,0.0004312688,0.0002795604,0.0004701531,0.0002076457,0.0002105404,0.0004615436,0.0144172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618684,"about_ca_system_score_gemma":0.0001476589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003852811,"about_ca_topic_score_gemma":0.00006327037,"domain_scores_codex":[0.9960491,0.0002099261,0.000730927,0.0009576175,0.001081716,0.0009707047],"domain_scores_gemma":[0.9974721,0.0003525735,0.0002612097,0.0009930878,0.00005399475,0.0008670418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001755908,0.002888807,0.8519388,0.001299707,0.0006196518,0.0003668716,0.0008480914,0.0002207161,0.01532168,0.00191488,0.06649581,0.05632901],"study_design_scores_gemma":[0.002825634,0.001072229,0.8306217,0.0007359515,0.0008175567,0.0001102697,0.0003039117,0.002098864,0.002742562,0.0007046651,0.1570708,0.0008959078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564458,0.003553567,0.0002595974,0.002766395,0.001668215,0.0008300567,0.0003512617,0.0002600342,0.03386509],"genre_scores_gemma":[0.9636159,0.0006334793,0.0003492657,0.003487415,0.002090963,0.00005571927,0.0007599227,0.0001151097,0.02889226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09057499,"threshold_uncertainty_score":0.9996158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009430653271723335,"score_gpt":0.2404289604734376,"score_spread":0.2309983072017143,"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."}}