{"id":"W1594834321","doi":"10.2139/ssrn.1694693","title":"Emission Tax or Standard? The Role of Productivity Dispersion","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Dispersion (optics); Productivity; Economics; Econometrics; Environmental science; Natural resource economics; Macroeconomics; Physics","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":[0.001853424,0.0001129069,0.0002547246,0.0001013597,0.0001943817,0.00002249431,0.0002879801,0.00006379254,0.0004194726],"category_scores_gemma":[0.0001135334,0.00008087457,0.0001195571,0.000120856,0.00006455588,0.0002195117,0.00005823777,0.0006241642,0.00005597007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004286651,"about_ca_system_score_gemma":0.0002204086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003902981,"about_ca_topic_score_gemma":0.0006791009,"domain_scores_codex":[0.9983876,0.00001926794,0.0004149759,0.0001902087,0.00003177471,0.0009561238],"domain_scores_gemma":[0.999208,0.00002348639,0.0004432692,0.0002433075,0.00002675318,0.00005522451],"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":[0.0007105055,0.0001843835,0.06554726,0.00001885613,0.0001733198,0.000001015172,0.0039736,0.000005545286,0.0002886736,0.9032105,0.0002354964,0.02565091],"study_design_scores_gemma":[0.0004725381,0.0004419208,0.002552297,0.00001572682,0.00001315319,0.0001189654,0.003539133,0.0001655455,0.002670199,0.9623665,0.02745063,0.000193369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978342,0.006273048,0.0007768705,0.0008880911,0.0002698845,0.0001541313,0.00008274793,0.00001271164,0.01320052],"genre_scores_gemma":[0.9910541,0.007173961,0.0000570497,0.00003377787,0.0002256278,0.000003903154,0.000002005804,0.00001843374,0.001431188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06299496,"threshold_uncertainty_score":0.4592931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635322499793138,"score_gpt":0.2305559871453933,"score_spread":0.184202762147462,"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."}}