{"id":"W2151265615","doi":"10.1306/m78834c3","title":"Reserve Growth of the World's Giant Oil Fields","year":2003,"lang":"en","type":"book-chapter","venue":"American Association of Petroleum Geologists eBooks","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil field; Petroleum engineering; Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009136939,0.0003691269,0.0009218594,0.000251473,0.0001268401,0.00001752255,0.0007989382,0.0004373061,0.0003697095],"category_scores_gemma":[0.001389901,0.0002965719,0.0005973754,0.0001240806,0.001160669,0.00002982797,0.0002975024,0.0008377298,0.00001584734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007768743,"about_ca_system_score_gemma":0.0003537687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01236462,"about_ca_topic_score_gemma":0.02006983,"domain_scores_codex":[0.9966886,0.0004293702,0.0008269204,0.0004532557,0.001048607,0.000553239],"domain_scores_gemma":[0.9956061,0.0006242389,0.001886034,0.0008490086,0.0009344165,0.0001002015],"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":[0.0001329569,0.00006059217,0.006514303,0.0001561509,0.0005604384,0.00001229501,0.0001416219,0.0006913083,0.00004432215,0.9755001,0.006382614,0.009803268],"study_design_scores_gemma":[0.001417046,0.0007565603,0.004768245,0.0002528207,0.0003238998,0.000005950183,0.0003299244,0.0001384335,0.001624844,0.1912781,0.7980288,0.001075349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003739915,0.00008484124,0.00000841869,0.002846829,0.0002239057,0.0000859859,0.00005033807,0.00004106333,0.9929187],"genre_scores_gemma":[0.2794901,0.00004160341,0.00006707177,0.0003796064,0.00005882269,0.00001622547,0.00001541443,0.00003155884,0.7198997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7916462,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065449578588286,"score_gpt":0.2422417143566615,"score_spread":0.2315872185707787,"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."}}