{"id":"W3128599491","doi":"10.2113/geoarabia1401215","title":"World production of conventional petroleum liquids to 2030: A comparative overview","year":2009,"lang":"en","type":"article","venue":"GeoArabia","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Petroleum; Production (economics); Submarine pipeline; Plateau (mathematics); Oil reserves; Natural resource economics; Oil production; Environmental science; Geology; Geography; Petroleum engineering; Economics; Mathematics; Geotechnical engineering; Computer science; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003539035,0.000128593,0.000272177,0.0001581247,0.00008776211,0.0000189922,0.0001881316,0.00004918778,0.0007445482],"category_scores_gemma":[0.0001271632,0.0001224913,0.000113856,0.0006043218,0.00008536024,0.0001170363,0.00004713121,0.0001388527,0.0001450207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358468,"about_ca_system_score_gemma":0.0001017598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005484098,"about_ca_topic_score_gemma":0.001213997,"domain_scores_codex":[0.9985529,0.0001441767,0.0002911272,0.0003057414,0.0003706294,0.0003354669],"domain_scores_gemma":[0.9991258,0.00003203157,0.00005215898,0.0003207078,0.0003438132,0.0001254364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001176588,0.0008823405,0.001190298,0.0001362289,0.00009971009,0.00001352326,0.0009539539,0.06338017,0.00429777,0.8847706,0.01895253,0.02414632],"study_design_scores_gemma":[0.001065807,0.001231015,0.09036958,0.0001512375,0.00003268706,0.00001452018,0.0006246285,0.000618754,0.01011539,0.07605825,0.8192545,0.0004636715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334558,0.0005146863,0.00008657508,0.005792649,0.0002983042,0.0002837018,0.000006621121,0.00006875345,0.05949297],"genre_scores_gemma":[0.9716488,0.00001078493,0.0003069377,0.0002679743,0.000124356,0.00002446681,0.00002153513,0.000005149747,0.02759006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8087123,"threshold_uncertainty_score":0.815228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04195061698639588,"score_gpt":0.3320814475332574,"score_spread":0.2901308305468615,"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."}}