{"id":"W1967471444","doi":"10.1016/j.enpol.2011.06.030","title":"Three dimensional energy profile:","year":2011,"lang":"en","type":"article","venue":"Energy Policy","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":328,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Context (archaeology); Energy (signal processing); Cornerstone; Population; Developing country; Rural area; Business; Energy engineering; Order (exchange); Energy policy; Environmental economics; Economic growth; Efficient energy use; Economics; Public economics; Geography; Engineering; Renewable energy; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007720966,0.0002113377,0.0001354988,0.00006534518,0.000150171,0.00001034266,0.0002911655,0.0001149234,0.01308687],"category_scores_gemma":[0.00002024532,0.0001823685,0.00007351975,0.0002571811,0.0002306588,0.000229693,0.0003025087,0.00007424747,0.0008060405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141885,"about_ca_system_score_gemma":0.00002148598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02017337,"about_ca_topic_score_gemma":0.001539791,"domain_scores_codex":[0.9986457,0.00003251242,0.0001790992,0.0003340469,0.0003076886,0.000500949],"domain_scores_gemma":[0.9992403,0.00001919216,0.0000660293,0.0003992023,0.000002196262,0.0002730798],"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":[0.00017492,0.0009901468,0.03605361,0.000005279154,0.0001206528,0.0001347629,0.0006796989,0.01428793,0.01401895,0.6957033,0.07856521,0.1592656],"study_design_scores_gemma":[0.001016088,0.0004661282,0.400248,0.00002022718,0.00003364489,0.00008658307,0.00001802342,0.001213663,0.0619288,0.07784396,0.4559407,0.001184131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3084886,0.00008454861,0.003197801,0.0003970905,0.0002638023,0.00004342981,0.000009442294,0.0001823091,0.6873329],"genre_scores_gemma":[0.9839111,0.00002610419,0.002301307,0.002548186,0.0002431813,0.00002656583,0.00001707164,0.00003218423,0.01089431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6764386,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795628447478307,"score_gpt":0.2077988385063635,"score_spread":0.1898425540315804,"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."}}