{"id":"W4399259176","doi":"10.1007/s10479-024-06042-0","title":"Migration to the quadruple bottom line framework for achieving sustainable development goals: the 4Ps of sustainability","year":2024,"lang":"en","type":"article","venue":"Annals of Operations Research","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of New Brunswick","funders":"","keywords":"Sustainability; Sustainable development; Triple bottom line; Business; Line (geometry); Process management; Environmental resource management; Environmental planning; Economics; Political science; Environmental science; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0101034,0.0001641033,0.0002065429,0.0007397417,0.001644971,0.0008329729,0.0008148258,0.00007392002,0.0001077961],"category_scores_gemma":[0.00744284,0.0001045152,0.000116273,0.002875778,0.0001677281,0.0008263469,0.0009235707,0.0003673958,0.00002571417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461525,"about_ca_system_score_gemma":0.0005685533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094822,"about_ca_topic_score_gemma":0.0009327225,"domain_scores_codex":[0.997395,0.0001405995,0.000580442,0.0003851555,0.0007966178,0.0007021581],"domain_scores_gemma":[0.9932101,0.001051855,0.00005423536,0.0007108554,0.004949254,0.00002363665],"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":[0.0001153372,0.0002066861,0.0007886889,0.003057989,0.0001307171,0.000007158149,0.004777925,0.04752629,0.00007308347,0.8897358,0.04071365,0.01286665],"study_design_scores_gemma":[0.0001172786,0.00008447713,0.002067061,0.0001733654,0.00002654893,2.716345e-7,0.06900913,0.0559552,0.001232094,0.03200821,0.8391341,0.0001922466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5468714,0.001367379,0.1145718,0.3288155,0.0002013796,0.007119385,0.00001249302,0.00009260768,0.0009481598],"genre_scores_gemma":[0.9897049,0.0000370431,0.002320424,0.0008029902,0.0005482869,0.001362821,0.00004113399,0.00003414393,0.005148257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8577276,"threshold_uncertainty_score":0.9996548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276089289984725,"score_gpt":0.4277790237062915,"score_spread":0.3001700947078191,"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."}}