{"id":"W3124144731","doi":"10.55016/ojs/sppp.v10i1.42631","title":"Where in the World are Canadian Oil and Gas Companies? 2012","year":2017,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Fossil fuel; Engineering; Waste management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001372089,0.0001175137,0.0002324363,0.0006793397,0.0006547131,0.000831626,0.001428681,0.00005638296,0.0006662972],"category_scores_gemma":[0.0008984162,0.00008810477,0.00005747403,0.0003691976,0.0002093903,0.0007522009,0.0001427818,0.0002588645,0.0002899994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002202203,"about_ca_system_score_gemma":0.0002720572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1166302,"about_ca_topic_score_gemma":0.4877274,"domain_scores_codex":[0.9988355,0.00002953602,0.0004480314,0.0002228504,0.00004165012,0.0004224039],"domain_scores_gemma":[0.9980441,0.00008405749,0.0005426299,0.001029144,0.00004817859,0.000251856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001020868,0.00002380267,0.2432107,0.00001024224,0.00002971154,1.715342e-7,0.0002890786,0.000002468357,3.451174e-7,0.6944187,0.05717991,0.004833847],"study_design_scores_gemma":[0.0001214112,0.000002108993,0.4954264,0.000005973864,0.000001176428,0.000002056057,0.0001323005,0.0000624337,1.790509e-7,0.01166317,0.4925182,0.00006459195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1135946,0.002157246,0.000003908349,0.4958607,0.00009853645,0.0001104898,0.0001780815,0.00001188287,0.3879845],"genre_scores_gemma":[0.9652511,0.0007087184,0.00007710739,0.001790957,0.0001806231,0.00006912353,0.00001232001,0.00001195642,0.03189813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8516565,"threshold_uncertainty_score":0.8892522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06199366525763374,"score_gpt":0.2680026633840862,"score_spread":0.2060089981264525,"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."}}