{"id":"W855212528","doi":"","title":"Pipeline Safety on Trial","year":2012,"lang":"en","type":"article","venue":"Planning","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Harm; Pipeline transport; Negotiation; Petroleum industry; Opposition (politics); Business; Environmental planning; Natural resource economics; Engineering; Economics; Political science; Environmental science; Environmental engineering; 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":[0.0001917024,0.00008416351,0.0001034066,0.00007988473,0.0000979024,0.00005750837,0.00006175179,0.0000411084,0.0003703418],"category_scores_gemma":[0.00002545011,0.00006771163,0.00003695245,0.0001160271,0.000006572404,0.0005527599,0.000007605788,0.00008434339,0.0003551101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000692612,"about_ca_system_score_gemma":0.000002893899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000298581,"about_ca_topic_score_gemma":0.000001233422,"domain_scores_codex":[0.9994078,0.000002861537,0.0001808019,0.00008566883,0.0001429305,0.0001799278],"domain_scores_gemma":[0.9997659,0.00001801764,0.00009705424,0.00008434487,0.00002463311,0.00001008326],"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":[0.02140686,0.000317064,0.4546488,0.0003687663,0.00009096405,0.00002662771,0.002042212,0.003761339,0.0005060687,0.1838592,0.3012202,0.03175191],"study_design_scores_gemma":[0.006183064,0.000007483874,0.1188933,0.00004602864,0.00001518681,6.582005e-7,0.0001907593,0.0002467152,0.00001654889,0.00008086219,0.8741778,0.0001416089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7179235,0.000105144,0.001595236,0.0002533035,0.002781923,0.0002591436,0.000005121684,0.0001884551,0.2768881],"genre_scores_gemma":[0.9923373,2.700727e-7,0.00007896165,0.001253601,0.005816969,0.000005008756,0.00005345231,0.0000117561,0.0004426348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5729576,"threshold_uncertainty_score":0.456434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876016077514268,"score_gpt":0.2524804383317227,"score_spread":0.2237202775565801,"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."}}