{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003188882,0.0005233897,0.00144464,0.0008897027,0.001036206,0.00544194,0.00132552,0.003093597,0.01453544],"category_scores_gemma":[0.01634212,0.0003268122,0.0006626684,0.001280098,0.004203445,0.01273834,0.001619558,0.00367564,0.0009615289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759702,"about_ca_system_score_gemma":0.00133519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00829782,"about_ca_topic_score_gemma":0.005549346,"domain_scores_codex":[0.9991742,0.000298566,0.00004383105,0.0001858673,0.0001195207,0.0001781067],"domain_scores_gemma":[0.9862158,0.009318541,0.002087921,0.0007065603,0.0007958111,0.0008752569],"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":[0.0004719402,0.0002748239,0.01448487,0.0001783663,0.0001722934,0.0003120096,0.0005015875,0.01245652,0.0006509955,0.9184823,0.0129712,0.0390431],"study_design_scores_gemma":[0.00007190935,0.00006045007,0.01134579,0.0001245542,0.0001194225,0.00009791617,0.001123425,0.01818201,0.0004100472,0.9567935,0.01162018,0.0000508199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.631457,0.03199865,0.02716114,0.1723079,0.001804292,0.00003390285,0.0007063249,0.0001902448,0.1343405],"genre_scores_gemma":[0.9886724,0.003167806,0.0004246741,0.0008267337,0.001061729,0.000004391872,0.00003733052,0.00003991695,0.005765112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01453544,"threshold_uncertainty_score":0.04862583,"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."}}