{"id":"W257444186","doi":"10.1111/1467-6486.00370","title":"Seeing the Need for ISO 14001","year":2003,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Certification; Business; Visibility; Accounting; Marketing; Industrial organization; Economics; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001366496,0.0001673298,0.0002653431,0.000176592,0.0003968599,0.0001301298,0.000304909,0.00002254123,0.00004073506],"category_scores_gemma":[0.0004105906,0.0001065637,0.0001648284,0.0003015298,0.0001237599,0.0006741351,0.0002205322,0.0001025685,0.0000215549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302906,"about_ca_system_score_gemma":0.00000540265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000471847,"about_ca_topic_score_gemma":0.000004779839,"domain_scores_codex":[0.9988033,0.00001798489,0.0004450461,0.0001337807,0.0003312409,0.000268703],"domain_scores_gemma":[0.9989453,0.0001363075,0.0004887457,0.0001968288,0.0002254367,0.000007410266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005101914,0.001131282,0.1893555,0.006108908,0.004624417,0.000212751,0.001342891,0.007266565,0.0001400922,0.3929102,0.3610892,0.03530798],"study_design_scores_gemma":[0.001547189,0.00003452848,0.03300856,0.0001118938,0.0005563856,0.000008498874,0.0203208,0.00008210054,0.00003409419,0.02995818,0.9140863,0.0002514042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8772599,0.009320354,0.01086514,0.04738672,0.005368525,0.003191108,0.000001780326,0.0001136157,0.04649289],"genre_scores_gemma":[0.9925261,0.0003632363,0.001361877,0.003260777,0.000742008,0.00004165294,6.571112e-7,0.00002818436,0.001675495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5529972,"threshold_uncertainty_score":0.434554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381254919340903,"score_gpt":0.2581978295504897,"score_spread":0.2343852803570807,"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."}}