{"id":"W2771263372","doi":"10.1016/j.procs.2017.11.446","title":"The role of organizational orientation and product attributes in performance for sustainability","year":2017,"lang":"en","type":"article","venue":"Procedia Computer Science","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Winnipeg","funders":"","keywords":"Sustainability; Mindset; Context (archaeology); Product (mathematics); Computer science; Sustainability organizations; Value (mathematics); Perspective (graphical); Orientation (vector space); Process management; New product development; Knowledge management; Business; Marketing","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":[0.001331326,0.00007375823,0.00007646502,0.000127548,0.0009169786,0.0006086818,0.0005994217,0.00001027943,0.000001209398],"category_scores_gemma":[0.00119565,0.00005144784,0.000009946546,0.0004259177,0.0004220011,0.001684783,0.000570472,0.00003475586,9.221055e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006665853,"about_ca_system_score_gemma":0.0001296114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005777612,"about_ca_topic_score_gemma":0.00001830012,"domain_scores_codex":[0.9990512,0.000002729875,0.0001574762,0.0003046009,0.0002404924,0.0002434768],"domain_scores_gemma":[0.9984047,0.00005203337,0.000191547,0.0002912328,0.001052713,0.00000776753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001750174,0.00002940819,0.8790526,0.0003489051,0.000002014111,2.282034e-7,0.0001816964,0.0003126657,0.00004480579,0.05503415,0.00005848511,0.06491751],"study_design_scores_gemma":[0.0003186287,0.00001637325,0.6481662,0.00001658578,0.000005539676,4.273747e-7,0.0004550415,0.2923458,0.0006696085,0.05343436,0.004458399,0.0001130071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877163,0.00005382726,0.006935353,0.00358264,0.0003013296,0.001087919,6.024532e-7,0.00002729951,0.0002947306],"genre_scores_gemma":[0.9981783,0.000004875243,0.001396998,0.00006307189,0.0002642141,0.00005040454,0.000002322839,0.000004975932,0.00003482689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2920331,"threshold_uncertainty_score":0.7052751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007238835334802982,"score_gpt":0.2239006734895653,"score_spread":0.2166618381547623,"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."}}