{"id":"W2888570744","doi":"10.1596/30259","title":"Energy Subsidy Reform Assessment Framework","year":2018,"lang":"en","type":"book","venue":"World Bank, Washington, DC eBooks","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Manitoba","funders":"","keywords":"Subsidy; Energy subsidies; Energy (signal processing); Public economics; Economics; Business; Environmental economics; Physics; Energy engineering; Market economy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004970981,0.001398912,0.001275301,0.0008310242,0.000595971,0.0002583732,0.001255374,0.001157414,0.003354091],"category_scores_gemma":[0.00001755676,0.001362277,0.0007045629,0.0001729942,0.0007150354,0.0002028012,0.0001926757,0.001478949,0.0004507496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764508,"about_ca_system_score_gemma":0.0005580174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003483185,"about_ca_topic_score_gemma":0.0348163,"domain_scores_codex":[0.9942533,0.0001662358,0.001483303,0.001443639,0.001362557,0.001290976],"domain_scores_gemma":[0.9960198,0.0003030981,0.0009761351,0.002093475,0.0001366167,0.0004708788],"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":[0.00004124592,0.00008637697,0.00006784106,0.0001206611,0.0005125196,0.00006922887,0.0006354435,0.0001521287,0.00008766764,0.9568064,0.03461258,0.006807937],"study_design_scores_gemma":[0.0004835612,0.00009831651,0.0006325871,0.0005923769,0.0002995958,0.000006761952,0.00005254269,0.00002235343,0.001506755,0.146173,0.8488346,0.001297567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005252063,0.000442637,0.000997941,0.0002503535,0.001895452,0.0002609343,0.000119574,0.0006426343,0.9948652],"genre_scores_gemma":[0.03810203,0.0002984319,0.003044542,0.002674985,0.003358145,0.0002070703,0.001249437,0.0005327997,0.9505326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.814222,"threshold_uncertainty_score":0.9998761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285673584622765,"score_gpt":0.2478575800391281,"score_spread":0.2350008441929004,"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."}}