{"id":"W2884179990","doi":"10.1111/poms.12927","title":"Investment in Environmental Process Improvement","year":2018,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Process (computing); Industrial organization; Investment (military); Product (mathematics); Business; Time horizon; Key (lock); Subsidy; Production (economics); Environmental economics; Computer science; Microeconomics; Economics; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.0004382271,0.0002029687,0.0001283437,0.0005875836,0.0003585401,0.0003017615,0.0001542396,0.00002985484,0.0003635219],"category_scores_gemma":[0.00003066998,0.0002005631,0.00002391977,0.0005178917,0.0001346447,0.001075406,0.0002854409,0.00008047614,0.0002476071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001523236,"about_ca_system_score_gemma":0.000007384935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001134077,"about_ca_topic_score_gemma":0.000253419,"domain_scores_codex":[0.9984851,0.00001047006,0.0003131112,0.000584871,0.0002838278,0.0003226452],"domain_scores_gemma":[0.9995521,0.000002470465,0.00005803644,0.000318112,0.00005175984,0.00001755001],"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":[0.0003414208,0.004118081,0.07241566,0.002813659,0.00048755,0.0001182183,0.003810747,0.015957,0.003252203,0.6472454,0.03610608,0.2133339],"study_design_scores_gemma":[0.004812342,0.0003502985,0.1006387,0.0002981107,0.0003871197,0.00001010353,0.0647938,0.06042403,0.002668799,0.03019778,0.7328447,0.002574203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297933,0.000106794,0.0008793625,0.008729607,0.001097723,0.003016968,0.000001460088,0.0002134076,0.05616136],"genre_scores_gemma":[0.9893119,0.00005112482,0.0005678208,0.004325707,0.0008888904,0.0004741627,0.00003031986,0.00002453109,0.00432556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6967387,"threshold_uncertainty_score":0.8178727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006886717107900429,"score_gpt":0.2100176103425305,"score_spread":0.2031308932346301,"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."}}