{"id":"W2370512355","doi":"","title":"Contrastive study on the public safety standard system of nature gas well involving hydrogen sulfide","year":2010,"lang":"en","type":"article","venue":"Journal of Safety Science and Technology","topic":"Advanced Decision-Making Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrogen sulfide; China; Waste management; Chemistry; Political science; Engineering; Organic chemistry; Sulfur; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.005558822,0.000169831,0.0004241065,0.001003689,0.0005318983,0.0001082867,0.003135559,0.0002132052,0.000002714195],"category_scores_gemma":[0.003114117,0.0001019757,0.00005763035,0.002579924,0.001207121,0.0009241595,0.000751105,0.00142217,0.000001574706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669775,"about_ca_system_score_gemma":0.0005264829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001806659,"about_ca_topic_score_gemma":0.00001181023,"domain_scores_codex":[0.9972724,0.00007486928,0.0007066057,0.0003831252,0.001199298,0.0003637008],"domain_scores_gemma":[0.9957926,0.0006905334,0.0008706063,0.0008477813,0.001690834,0.0001076666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001010585,0.0001252674,0.003676764,0.000006211732,0.00003289723,0.0001161115,0.0003447068,0.000007261538,0.03790485,0.916483,0.00009615786,0.04110568],"study_design_scores_gemma":[0.004530388,0.01158536,0.0173769,0.001325605,0.000101025,0.006558961,0.01920393,0.009795212,0.387008,0.5063981,0.03478878,0.001327752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671911,0.0003947407,0.1157466,0.01464493,0.0006766262,0.0005104822,0.000007228872,0.0001848072,0.0006435125],"genre_scores_gemma":[0.9861488,0.00006528723,0.01363573,0.0001053418,0.0000326425,0.000002920746,3.701931e-8,0.000006671788,0.000002509812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4100849,"threshold_uncertainty_score":0.6178702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007593527944355595,"score_gpt":0.2653615014546454,"score_spread":0.2577679735102898,"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."}}