{"id":"W2144775999","doi":"10.2139/ssrn.1691708","title":"Automobile Fuel Economy Standards: Impacts, Efficiency, and Alternatives","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Automotive industry; Business; Economics; Economy; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0008266303,0.00018057,0.000173503,0.0001164345,0.0002045323,0.00008489491,0.0001870293,0.00007666746,0.0002542427],"category_scores_gemma":[0.00002888761,0.0001549306,0.00008054762,0.00007028304,0.0001682337,0.0002930006,0.00001410613,0.001146279,0.00001467924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830793,"about_ca_system_score_gemma":0.0007675556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00037235,"about_ca_topic_score_gemma":0.01087027,"domain_scores_codex":[0.9979534,0.0000372287,0.0002725596,0.000202261,0.0002144931,0.001320052],"domain_scores_gemma":[0.9994447,0.00004352513,0.0001565981,0.0001604995,0.00004195201,0.0001527647],"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":[0.00003037026,0.00008232704,0.005607719,0.00001191649,0.0001593381,0.000005222518,0.0008027484,0.001002623,0.002637375,0.982928,0.00003164738,0.0067007],"study_design_scores_gemma":[0.003644773,0.000877406,0.03193281,0.00003681175,0.0001286532,0.0008152493,0.003294442,0.0005279281,0.006206207,0.6677011,0.2839439,0.0008907469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690912,0.002294948,0.001672833,0.0004491767,0.0002192413,0.00006617296,0.00001504675,0.00005484232,0.02613653],"genre_scores_gemma":[0.9918822,0.00636359,0.00006140114,0.0001383956,0.0002688918,0.000006508561,0.000006569983,0.00002908284,0.001243334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3152269,"threshold_uncertainty_score":0.6317888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003374114779120229,"score_gpt":0.2320397288901559,"score_spread":0.2286656141110357,"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."}}