{"id":"W3157746962","doi":"10.22215/timreview/1434","title":"Framing Multi-Stakeholder Value Propositions: A wicked problem lens","year":2021,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Business School, University of Auckland; Copenhagen Business School","keywords":"Framing (construction); Value proposition; Proposition; Stakeholder; Wicked problem; Value creation; Business; Business model; Marketing; Sociology; Knowledge management; Public relations; Management; Political science; Economics; Industrial organization; Epistemology; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007826858,0.0002746326,0.0003505807,0.001239114,0.0002868786,0.0001326353,0.0003554384,0.0001489092,0.0004074855],"category_scores_gemma":[0.0001531144,0.0002753834,0.00005255234,0.01302386,0.0000914219,0.001194794,0.0003547525,0.0003038587,0.0007291273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005711077,"about_ca_system_score_gemma":0.00003324546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001245707,"about_ca_topic_score_gemma":0.00001012735,"domain_scores_codex":[0.9978595,0.00001759068,0.0008665862,0.0005990077,0.0003043298,0.0003530163],"domain_scores_gemma":[0.9974433,0.000008636492,0.0005430544,0.0007516696,0.001249587,0.000003780023],"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":[0.000002413651,0.0001675294,0.0007619063,0.007616012,0.00009297079,0.00003354053,0.000007130367,0.000004265055,0.001114296,0.9226019,0.01092359,0.05667447],"study_design_scores_gemma":[0.0007361841,0.00001112124,0.00118734,0.004096255,0.0003150589,0.00001999588,0.0003411331,0.0002117407,0.0007514019,0.05269168,0.9391027,0.0005354123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04753895,0.07685337,0.05788249,0.6613418,0.00190984,0.01132229,0.00001182717,0.006693753,0.1364456],"genre_scores_gemma":[0.09066837,0.04049058,0.1958795,0.65061,0.002116695,0.003817539,0.004653856,0.0003815611,0.01138185],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9281791,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06611553440810858,"score_gpt":0.2856611988946905,"score_spread":0.219545664486582,"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."}}