{"id":"W1976337249","doi":"10.1006/jeem.2000.1148","title":"Why Japanese Firms Choose to Certify: A Study of Managerial Responses to Environmental Issues","year":2001,"lang":"en","type":"article","venue":"Journal of Environmental Economics and Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":364,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Profit maximization; Utility maximization; Certification; Maximization; Business; Profit (economics); Turnover; Marketing; Empirical research; Microeconomics; Economics; Environmental economics; Public economics; Management","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005434286,0.0003551103,0.0005257036,0.0005800633,0.000148074,0.0001693951,0.0004772288,0.00005882911,0.0004504573],"category_scores_gemma":[0.00001770904,0.0003516968,0.0001266372,0.0001595239,0.0001078681,0.0008920059,0.001140318,0.0001160313,0.00008633824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003542449,"about_ca_system_score_gemma":0.000003149916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002065724,"about_ca_topic_score_gemma":0.00004618429,"domain_scores_codex":[0.9978951,0.0000300794,0.000922852,0.000452237,0.0003247975,0.0003748995],"domain_scores_gemma":[0.9989089,0.00003000965,0.0005172828,0.0004369909,0.000007278745,0.00009953817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01700453,0.02607524,0.7057919,0.001049093,0.002593991,0.001789097,0.008628426,0.03419546,0.009038095,0.001777984,0.01486807,0.1771881],"study_design_scores_gemma":[0.002129841,0.0004384158,0.6897348,0.00003586714,0.0001951397,0.00002686404,0.01319232,0.00007975126,0.00004031876,0.0001936744,0.2935154,0.0004176541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950258,0.0001190344,0.00001871699,0.002715787,0.0003102829,0.001241209,0.0000119358,0.00001075468,0.0005464782],"genre_scores_gemma":[0.994837,0.0009733317,0.0003446511,0.002826057,0.0003580888,0.0000372224,0.000005587884,0.00005147335,0.0005666203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2786473,"threshold_uncertainty_score":0.9998935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000120263921593,"score_gpt":0.2141410815566919,"score_spread":0.204139878917476,"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."}}