{"id":"W2352103894","doi":"","title":"Study on protection harm of H_2S for petroleum exploitation","year":2011,"lang":"en","type":"article","venue":"Journal of Safety Science and Technology","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Countermeasure; Petroleum; Petroleum engineering; Waste management; Harm; Engineering; Environmental science; Geology; Law; Political science","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":[0.0007017217,0.00005104991,0.0001346367,0.0005381633,0.00006351769,0.000004997618,0.0001526334,0.00006488944,0.000003871238],"category_scores_gemma":[0.0003530312,0.00003986003,0.00001833369,0.0003800745,0.0001105473,0.0001702162,0.00001212953,0.0001582031,4.491734e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004855653,"about_ca_system_score_gemma":0.00005260963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001395142,"about_ca_topic_score_gemma":5.45507e-7,"domain_scores_codex":[0.9993811,0.000006247932,0.0002624506,0.00006780757,0.0001753551,0.0001070749],"domain_scores_gemma":[0.9994506,0.00001883816,0.0001330669,0.00007756372,0.0002899891,0.00002994307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001034304,0.0005098074,0.003548836,0.00004502121,0.0001060218,0.00001846487,0.003775865,0.001049833,0.69331,0.007956333,0.0002346875,0.2884109],"study_design_scores_gemma":[0.009511125,0.01811344,0.02056915,0.0002553914,0.0001232301,0.0002442985,0.02431754,0.009219943,0.9001073,0.01324984,0.003877527,0.0004112168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907766,0.00003191651,0.00744982,0.000454995,0.0003992713,0.0003244083,9.899785e-7,0.00003469609,0.0005272778],"genre_scores_gemma":[0.9993864,0.000008058858,0.000544299,0.000004724431,0.00003482494,0.000008649178,1.756156e-8,0.000004195839,0.000008780769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2879997,"threshold_uncertainty_score":0.1625445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05454494384960954,"score_gpt":0.2624806047521582,"score_spread":0.2079356609025486,"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."}}