{"id":"W2164349907","doi":"10.3968/j.est.1923847920120401.178","title":"Unconventional Oil Potential Tends to Change the World Oil Market","year":2012,"lang":"en","type":"article","venue":"Energy science and technology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unconventional oil; Production (economics); Tight oil; Oil production; Business; Natural resource economics; Agricultural economics; International trade; Economics; Fossil fuel; Engineering; Petroleum engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132593,0.0001408082,0.0001377837,0.000671111,0.0006533242,0.00006297544,0.0007325773,0.0001209751,0.0004548112],"category_scores_gemma":[0.0003323454,0.00009787328,0.00003735935,0.003368041,0.00159461,0.0003600859,0.0006219018,0.0001920936,0.00003163553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185245,"about_ca_system_score_gemma":0.0001426064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057575,"about_ca_topic_score_gemma":0.001728302,"domain_scores_codex":[0.9979403,0.0000596968,0.0001582975,0.0003674053,0.000549336,0.000924957],"domain_scores_gemma":[0.9989622,0.00004493985,0.0000329122,0.0004451336,0.0002924618,0.0002223708],"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":[0.00001379687,0.00004474258,0.0008557668,0.000003283618,0.000006683164,0.000005365227,0.00003105363,0.00001953166,0.0004514197,0.6464369,0.0009569715,0.3511745],"study_design_scores_gemma":[0.0001813969,0.0000585778,0.003144031,0.000008367885,0.000005973782,0.00005420582,0.0004149567,0.0003332841,0.002414085,0.01814893,0.9750617,0.0001745595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.467413,0.003412407,0.00009302934,0.11785,0.001590622,0.00006859589,0.000009028106,0.0004705452,0.4090928],"genre_scores_gemma":[0.9523431,0.00008326851,0.0001431081,0.001109039,0.0002231632,0.0001262274,0.000002000388,0.000008310129,0.04596175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9741046,"threshold_uncertainty_score":0.5875408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397067674758757,"score_gpt":0.2695539243992959,"score_spread":0.2555832476517084,"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."}}