{"id":"W2972206558","doi":"10.21083/surg.v11i0.5225","title":"The finiteness of crude oil: Are we running out?","year":2019,"lang":"en","type":"article","venue":"SURG Journal","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Scarcity; Crude oil; Resource depletion; Peak oil; Resource (disambiguation); Natural resource economics; Sign (mathematics); Natural resource; Realm; Economics; Computer science; Petroleum engineering; Microeconomics; Mathematics; Climate change; Engineering; Political science; Ecology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00114535,0.00009963962,0.0001968438,0.00006555855,0.0002819101,0.00009381791,0.000391646,0.00007972022,0.0004355221],"category_scores_gemma":[0.0002346478,0.00006316388,0.0001567256,0.0001774895,0.0000992001,0.0001177629,0.0000961574,0.0004232802,0.00006604144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007894761,"about_ca_system_score_gemma":0.0001773263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00016565,"about_ca_topic_score_gemma":0.000191907,"domain_scores_codex":[0.9985033,0.0001976682,0.000308218,0.0001187957,0.000447761,0.0004242653],"domain_scores_gemma":[0.9987536,0.0003170355,0.0001477794,0.0002985817,0.0003688243,0.0001141493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001189289,0.0002691132,0.2516925,0.000334191,0.0004217852,0.0003637288,0.001942778,0.05508784,0.00233219,0.1039887,0.004473822,0.577904],"study_design_scores_gemma":[0.001046048,0.0001159505,0.009839895,0.0001895654,0.00001425043,0.0001000736,0.006336166,0.0004961886,0.002251046,0.03267935,0.9467002,0.0002312673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399011,0.001968917,0.00002302912,0.003161713,0.0008122401,0.00003193119,0.000002049601,0.00001898369,0.05408005],"genre_scores_gemma":[0.9853083,0.0007637768,0.00003017847,0.00004640613,0.0001838488,0.000002251314,8.636356e-7,0.000013339,0.01365096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9422264,"threshold_uncertainty_score":0.4768662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542074840272873,"score_gpt":0.2922405959084234,"score_spread":0.2668198475056947,"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."}}