{"id":"W4240110215","doi":"10.1057/978-1-137-43576-7","title":"Business Value and Sustainability","year":2016,"lang":"en","type":"book","venue":"Palgrave Macmillan UK eBooks","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sustainability; Business; Value (mathematics); Mathematics; Statistics","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":[0.0003527378,0.0006351295,0.000618192,0.0005315616,0.0002582024,0.0005208784,0.0004346439,0.000342962,0.0004585409],"category_scores_gemma":[0.0004335683,0.0005317823,0.0001306952,0.0001446966,0.0003452828,0.000007517254,0.0007061579,0.0002289206,0.0002780467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003133888,"about_ca_system_score_gemma":0.0004314288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001638753,"about_ca_topic_score_gemma":0.0001520608,"domain_scores_codex":[0.9976022,0.00002299948,0.0005644769,0.0008186491,0.0004844295,0.0005072686],"domain_scores_gemma":[0.9971044,0.0001593184,0.0005242261,0.0007977404,0.001373949,0.00004035369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007156972,9.151113e-7,0.003124919,0.001221643,0.00007959155,0.00005332992,0.00004041975,0.000003542245,0.00001343262,0.976533,0.003481816,0.01537584],"study_design_scores_gemma":[0.0005327848,0.000007164517,0.002328689,0.0002668074,0.0001172873,0.000005137465,0.00003555196,0.00003225683,0.000004779412,0.8582832,0.1377421,0.0006443277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003049625,0.0004886846,0.0009305237,0.000555041,0.001008158,0.001093697,0.00005794669,0.0003113777,0.9952496],"genre_scores_gemma":[0.9481802,0.00003339038,0.00003373786,0.0008534807,0.003463429,0.0001009781,0.00009485459,0.0001344063,0.04710552],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9481441,"threshold_uncertainty_score":0.9997134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008774666600667069,"score_gpt":0.2204797152005872,"score_spread":0.2117050485999202,"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."}}