{"id":"W4400440154","doi":"10.5465/amproc.2024.18902abstract","title":"Microeconomics of Environmental Performance: Evidence from Firms’ Emissions Reduction Initiatives","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Reduction (mathematics); Business; Environmental economics; Natural resource economics; Economics; Industrial organization; Mathematics","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":[0.002596486,0.0001957757,0.0003116451,0.001878974,0.0005239692,0.002236091,0.0004822573,0.000780685,0.002913511],"category_scores_gemma":[0.01587582,0.000218379,0.0003678372,0.00345022,0.001000302,0.001283024,0.001557125,0.001002256,0.000502467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427019,"about_ca_system_score_gemma":0.0008032346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011949,"about_ca_topic_score_gemma":0.01309436,"domain_scores_codex":[0.9976325,0.0007469893,0.0001822282,0.0002906931,0.0006339792,0.0005136275],"domain_scores_gemma":[0.934476,0.01812365,0.037052,0.002262308,0.003196294,0.004889589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001886327,0.0004329547,0.9882249,0.00004616326,0.000157806,0.00007598516,0.0002085108,0.001342759,0.0001547033,0.00119222,0.001092502,0.006882925],"study_design_scores_gemma":[0.00001095296,0.0001270744,0.9974484,0.00001053357,0.00002141816,0.00001521258,0.0004730528,0.0005792964,0.0001313653,0.0003041838,0.0008685747,0.000009994778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905022,0.0004848562,0.0001639721,0.0007492781,0.000008163182,0.0000213415,0.00107684,0.00001032378,0.006983077],"genre_scores_gemma":[0.9990553,0.0001524502,0.00003672197,0.00003534836,0.00001209951,0.00000607384,0.0004365167,0.000001545469,0.0002638237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011949,"threshold_uncertainty_score":0.02012122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089701128301943,"score_gpt":0.2299003009428035,"score_spread":0.199003289659784,"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."}}