{"id":"W4245483263","doi":"10.1190/tle38070566.1","title":"Reviews","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Politics; Subsidy; Economic history; Power (physics); Political science; Fossil fuel; Humanities; Political economy; Economics; Philosophy; Law; Ecology; Physics; Biology","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":[],"category_scores_codex":[0.0001675993,0.00007920309,0.0001220891,0.00002076393,0.00005573539,0.00001208104,0.0001538485,0.00002954319,0.0006562721],"category_scores_gemma":[0.00000902905,0.00005078944,0.00006235429,0.000069368,0.0000360351,0.00005303953,0.000008265122,0.000077472,0.009835911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001563098,"about_ca_system_score_gemma":0.000003339941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001236648,"about_ca_topic_score_gemma":0.0001056144,"domain_scores_codex":[0.9994956,0.00004075743,0.0001348111,0.0001054068,0.00007445973,0.0001489362],"domain_scores_gemma":[0.9995676,0.00004420213,0.00004927665,0.0003099814,0.000003362937,0.00002557805],"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":[0.00001654397,0.00006143333,0.01125242,0.00009400792,0.00006734057,0.000003017442,0.005632537,0.006778285,0.02254601,0.8884972,0.03615007,0.02890111],"study_design_scores_gemma":[0.0001146625,0.00001021832,0.006714307,0.00001889613,0.00001273595,0.000001063442,0.00003447316,0.00002893869,0.002169171,0.001183017,0.9896325,0.00007998683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.446544,0.001631154,0.0001342726,0.001134613,0.0006079199,0.0001695523,0.000001887967,0.0001045373,0.5496721],"genre_scores_gemma":[0.9020062,0.0006487368,0.00006671555,0.00132949,0.0001514441,0.00001292061,0.000008560611,0.00001680492,0.09575912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9534824,"threshold_uncertainty_score":0.990935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479544373370027,"score_gpt":0.2584663448403933,"score_spread":0.233670901106693,"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."}}