{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363443,0.0001666502,0.000212658,0.0002935831,0.0005815327,0.0001483667,0.0007640607,0.00003102773,0.0002356001],"category_scores_gemma":[0.0000470333,0.0001259434,0.00006994487,0.0003071498,0.0007918673,0.000851403,0.0001105778,0.0005170762,0.00008778933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806145,"about_ca_system_score_gemma":0.0000998374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006422783,"about_ca_topic_score_gemma":0.004315773,"domain_scores_codex":[0.9985695,0.0002523272,0.0001352472,0.0002593643,0.0004174328,0.0003661225],"domain_scores_gemma":[0.9992105,0.00006176182,0.0001094635,0.0003341995,0.00009053102,0.0001934864],"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":[0.0001067863,0.0005099786,0.01007472,0.00002208618,0.00006530681,0.0004138387,0.2190898,0.0000126012,0.000357528,0.03880633,0.72473,0.005810985],"study_design_scores_gemma":[0.0003529825,0.0001308575,0.0002678662,0.00003884552,0.0000269,0.000003411612,0.1156943,0.000004906903,0.000003743713,0.00002544094,0.8832943,0.0001565135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5951563,0.0007896718,0.000007145541,0.001886376,0.0004967434,0.00008932288,0.00004540161,0.00007703983,0.4014521],"genre_scores_gemma":[0.9162751,0.0001600709,0.00004664752,0.002168219,0.0002165859,0.000001507743,0.0000218654,0.00001525956,0.08109469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3211189,"threshold_uncertainty_score":0.5135821,"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."}}