{"id":"W2125220430","doi":"","title":"Environmental Regulation and Productivity: New Findings on the Porter Analysis","year":2001,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welfare economics; Productivity; Total factor productivity; Concurrence; Competition (biology); Humanities; Economics; Economy; Political science; Philosophy; Macroeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00265652,0.0004461824,0.0006145666,0.002873852,0.001055161,0.001921596,0.0006631526,0.0005501056,0.009965569],"category_scores_gemma":[0.006063775,0.0001836278,0.001091406,0.003361666,0.003327779,0.001861631,0.001168104,0.0009755861,0.0006543847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004718826,"about_ca_system_score_gemma":0.004000561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2135859,"about_ca_topic_score_gemma":0.2571299,"domain_scores_codex":[0.9989097,0.0002684385,0.00003980594,0.0001458615,0.0003932661,0.000242957],"domain_scores_gemma":[0.9898958,0.006720533,0.001268766,0.0003953551,0.001292404,0.0004270582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000516516,0.0003056047,0.5602584,0.0005974829,0.0004858363,0.003018403,0.01137127,0.02027575,0.004044489,0.2137456,0.005444574,0.1799361],"study_design_scores_gemma":[0.00003807664,0.0003716157,0.8396688,0.0003302868,0.000355576,0.0007211507,0.01210428,0.02599658,0.00249073,0.07021954,0.04753456,0.0001688968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8412209,0.008528569,0.03586321,0.00723851,0.000109799,0.00004903317,0.0006280151,0.0001407364,0.1062213],"genre_scores_gemma":[0.9843464,0.004584757,0.003240736,0.0003882846,0.0001660569,0.00001326911,0.0001407716,0.00002734568,0.007092401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2135859,"threshold_uncertainty_score":0.4246854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462954203619984,"score_gpt":0.2460154549376828,"score_spread":0.211385912901483,"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."}}