{"id":"W1572958649","doi":"","title":"여수산단 대기 중 휘발성유기화합물질 농도 경향","year":2003,"lang":"ko","type":"article","venue":"한국대기환경학회지(국문)","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vinyl chloride; Toluene; Styrene; Benzene; Environmental chemistry; Environmental science; Chloride; Chloroform; Chemistry; Industrial wastewater treatment; Environmental engineering; Sewage treatment; Organic chemistry","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":[0.0004270556,0.0006499097,0.000489256,0.00007515265,0.0008076365,0.0001355745,0.0007211501,0.0003900352,0.05474147],"category_scores_gemma":[0.0001087198,0.0006185119,0.0003381304,0.0004814097,0.0008749035,0.000402868,0.0005130956,0.0005989635,0.02131314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005741851,"about_ca_system_score_gemma":0.00004165729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229797,"about_ca_topic_score_gemma":0.0001544251,"domain_scores_codex":[0.9958072,0.0002214421,0.0006559842,0.00100484,0.0008556869,0.00145481],"domain_scores_gemma":[0.997612,0.000110933,0.0002163986,0.001143946,0.000005583632,0.0009111656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001102647,0.003563672,0.4078432,0.0002118591,0.0002979744,0.0003371889,0.006020517,0.005082873,0.1242814,0.01150726,0.3983723,0.04237152],"study_design_scores_gemma":[0.001128269,0.000323821,0.1561711,0.0001199716,0.0001275269,0.00009444733,0.001434242,0.0004747155,0.01319826,0.001934621,0.8236763,0.001316734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7460513,0.001093938,0.0001817142,0.002654396,0.001335843,0.0006402276,0.0001498436,0.0001304401,0.2477623],"genre_scores_gemma":[0.9392837,0.00100272,0.001015423,0.002466185,0.0002304253,0.00003143236,0.0000249044,0.0000996993,0.05584555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4253041,"threshold_uncertainty_score":0.9996266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0091558408634946,"score_gpt":0.2175513374686154,"score_spread":0.2083954966051207,"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."}}