{"id":"W1582364554","doi":"","title":"Living Oil: Petroleum Culture in the American Century by Stephanie LeMenager","year":2015,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Petroleum; Petroleum industry; Petroleum engineering; Environmental science; Engineering; Geology; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007282478,0.0005510605,0.0002322805,0.0008409443,0.002482854,0.002885286,0.0005283041,0.00180459,0.007744617],"category_scores_gemma":[0.001665889,0.0002189624,0.0001483216,0.001300533,0.00175249,0.003947289,0.001654126,0.003702768,0.003053935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002064429,"about_ca_system_score_gemma":0.003240441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02073953,"about_ca_topic_score_gemma":0.0504708,"domain_scores_codex":[0.999443,0.0001992733,0.00001437101,0.0000614922,0.0002177582,0.00006401755],"domain_scores_gemma":[0.9990354,0.0004215777,0.00006609954,0.00002354425,0.0002420682,0.0002113445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001485326,0.0000171896,0.0003376202,0.0001943398,0.000004951843,0.00004921714,0.001828712,0.00004260985,0.0001104147,0.01308487,0.9429235,0.04139174],"study_design_scores_gemma":[0.000001426048,0.000005468563,0.0005053635,0.0002876958,0.000002427118,0.00003531401,0.001423859,0.00001398771,0.00006921082,0.002091125,0.9955587,0.000005384326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001745341,0.6247205,0.0002050091,0.3042622,0.01597615,0.000008050041,0.00005788882,0.00003491017,0.05299002],"genre_scores_gemma":[0.0404451,0.6945112,0.0004354808,0.05314223,0.01946241,0.00003985352,0.00006683035,0.00006704862,0.1918299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9975172,"threshold_uncertainty_score":0.04123759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241313064027739,"score_gpt":0.2148540413485234,"score_spread":0.192440910708246,"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."}}