{"id":"W2322952172","doi":"10.17742/image.sightoil.3-2.4","title":"UNCONVENTIONAL OIL AND THE GIFT OF THE UNDULATING PEAK","year":2012,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Externality; Economics; Impossibility; Recession; Agency (philosophy); Fossil fuel; Sustainability; Unconventional oil; Peak oil; Natural resource economics; Great recession; Economy; Climate change; Microeconomics; Keynesian economics; Political science; Law; Sociology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001180626,0.0001165502,0.0002433163,0.00004624583,0.0006602097,0.0003115082,0.00026265,0.00002689154,0.00003444248],"category_scores_gemma":[0.005694182,0.00005226026,0.0002130565,0.0002697967,0.006949393,0.003211253,0.0002236625,0.0002644564,0.000001976961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009081948,"about_ca_system_score_gemma":0.00005530072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001207413,"about_ca_topic_score_gemma":0.00003782882,"domain_scores_codex":[0.9985333,0.0002439606,0.0004548104,0.0000754167,0.0004438219,0.0002486648],"domain_scores_gemma":[0.9909015,0.0004062128,0.0003157064,0.0001419765,0.008183235,0.00005137324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001022958,0.0001019652,0.02008103,0.0001020679,0.0004304932,0.000002827729,0.003944511,0.0006402296,0.001481038,0.9589854,0.0004729285,0.01365515],"study_design_scores_gemma":[0.008470795,0.0001163229,0.4159347,0.0002575256,0.0004244866,0.0007892352,0.03740107,0.0004418797,0.00421032,0.4361232,0.09533443,0.0004960068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965191,0.0112153,0.00002472512,0.01826696,0.0005106805,0.00005647581,0.000008426185,0.000009582104,0.07338879],"genre_scores_gemma":[0.9957174,0.0002654063,0.0004383761,0.00006746555,0.0001917011,0.000005547974,8.246944e-7,0.00000576337,0.003307506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5228623,"threshold_uncertainty_score":0.9957531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089994058008929,"score_gpt":0.400406553356321,"score_spread":0.3695066127762317,"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."}}