{"id":"W2072017929","doi":"10.2118/0213-010-twa","title":"Oil: What the Public Doesn’t See Every Day","year":2013,"lang":"en","type":"article","venue":"The Way Ahead","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Fossil fuel; Petroleum; Dilemma; Raw material; Consumption (sociology); Business; Waste management; Natural resource economics; Engineering; Economics; Sociology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001134163,0.0001724139,0.0001596382,0.00004090191,0.0005117746,0.0005834732,0.001034118,0.0001198444,0.002852097],"category_scores_gemma":[0.0004390279,0.00008080101,0.0001230036,0.0003822027,0.0003895265,0.0007743177,0.0003109204,0.0003987589,0.002943262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215812,"about_ca_system_score_gemma":0.00009999307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004261487,"about_ca_topic_score_gemma":0.001152439,"domain_scores_codex":[0.9977164,0.0006209521,0.0002080004,0.0002633824,0.0004618346,0.0007293739],"domain_scores_gemma":[0.9979552,0.0004800181,0.00003769329,0.001153435,0.0002363462,0.0001373117],"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":[0.00003019715,0.0001206503,0.0001910443,0.00003420703,0.00009653329,0.00001026005,0.001347625,0.001217197,0.0003197161,0.4195943,0.02037594,0.5566623],"study_design_scores_gemma":[0.0002749439,0.00004904407,0.00396947,0.0000172929,0.00001159063,0.00001543082,0.00465417,0.001279196,0.0003609575,0.1027901,0.8863697,0.000208083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.654351,0.002214723,0.00002125289,0.1843956,0.0007927449,0.0002042092,0.000002356273,0.0002013162,0.1578168],"genre_scores_gemma":[0.9333058,0.0003039705,0.00001092985,0.002282495,0.0002460152,0.0001368369,0.000008281277,0.00002181804,0.06368388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8659938,"threshold_uncertainty_score":0.9980595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194841725259578,"score_gpt":0.2573300473402867,"score_spread":0.2378458748143289,"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."}}