{"id":"W204089527","doi":"","title":"RISK AND IMPACT ASSESSMENT OF NATURAL GAS PIPELINES IN RURAL HIGHWAY RIGHTS OF WAY","year":2001,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); Engineering; Ditch; Economic impact analysis; Transport engineering; Natural gas; Unit (ring theory); Civil engineering; Risk analysis (engineering); Forensic engineering; Business; Environmental engineering; Waste management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00211913,0.0006687912,0.0004125989,0.002439689,0.000504771,0.0009367026,0.0008953363,0.0008108226,0.001213407],"category_scores_gemma":[0.003813597,0.0003615285,0.0007355312,0.001497843,0.0008535921,0.001037868,0.001225131,0.0003274101,0.0001252388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472772,"about_ca_system_score_gemma":0.001272078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02019376,"about_ca_topic_score_gemma":0.02893283,"domain_scores_codex":[0.9984066,0.0005558421,0.00005631133,0.0001626031,0.0006443519,0.000174261],"domain_scores_gemma":[0.997703,0.001083285,0.0004785746,0.000151773,0.0005127931,0.00007044127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004096878,0.000291772,0.1894855,0.0001678505,0.0001524894,0.002061308,0.0008239095,0.7661898,0.009445124,0.004800567,0.0004330642,0.02573879],"study_design_scores_gemma":[0.00003952525,0.001543955,0.217739,0.00006168646,0.0002036681,0.0009958391,0.005973021,0.7524635,0.0112524,0.006512357,0.003107334,0.0001076371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830655,0.00009249393,0.01205276,0.00007195416,0.000003354801,0.0001800006,0.0003429795,0.00004640568,0.004144581],"genre_scores_gemma":[0.9961521,0.00009644186,0.002836145,0.00000378025,0.000001340004,0.00003355806,0.0001345151,0.000005615597,0.0007365017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02019376,"threshold_uncertainty_score":0.04015243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005485098186706052,"score_gpt":0.2432521719872017,"score_spread":0.2377670738004957,"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."}}