{"id":"W4411616851","doi":"10.32479/ijeep.19664","title":"Do Environmental Management Policies Decrease Carbon Emissions? A Probabilistic Analysis of G7 Countries","year":2025,"lang":"en","type":"article","venue":"International Journal of Energy Economics and Policy","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Probabilistic logic; Greenhouse gas; Environmental science; Natural resource economics; Environmental economics; Business; Economics; Computer science; Ecology; Biology","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":[0.003110649,0.0002574228,0.0006109195,0.001364939,0.0003336434,0.001357635,0.0004488471,0.0005499974,0.002227743],"category_scores_gemma":[0.008064726,0.0002128255,0.001546704,0.002215295,0.0006497806,0.0008944643,0.001048417,0.0007676654,0.0002127577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007022852,"about_ca_system_score_gemma":0.0006501113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02304245,"about_ca_topic_score_gemma":0.01297815,"domain_scores_codex":[0.9976699,0.001172859,0.00009971407,0.0003412522,0.0002623541,0.000453931],"domain_scores_gemma":[0.9906047,0.00461474,0.003181973,0.0005739495,0.0007543424,0.0002703952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004944412,0.0001415081,0.8963221,0.000143511,0.001585747,0.0004958765,0.0002603705,0.07462905,0.0004464549,0.006509182,0.002110568,0.01686102],"study_design_scores_gemma":[0.00007512364,0.0004210028,0.9461509,0.00007432515,0.000773454,0.0001604817,0.001223574,0.04197468,0.0008092845,0.002895345,0.005393244,0.00004858815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934887,0.000622276,0.001131621,0.0004015953,0.000007777063,0.00002478991,0.00120519,0.00001973625,0.003098303],"genre_scores_gemma":[0.9983027,0.000225867,0.0002421381,0.00006251025,0.000006592448,0.00001312299,0.0009348957,0.000005424274,0.0002068296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02304245,"threshold_uncertainty_score":0.04581666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009069732817746878,"score_gpt":0.2284278585456536,"score_spread":0.2193581257279067,"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."}}