{"id":"W4235582391","doi":"10.22215/timreview/1203","title":"Exploring the Use of Stakeholder Analysis Methodology in the Establishment of a Living Lab","year":2018,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FedDev Ontario","keywords":"Norwegian; Stakeholder; Service (business); Political science; Living lab; Public service; Public administration; Business; Environmental planning; Public relations; Geography; Computer science; Marketing; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.005591633,0.0001804465,0.000503303,0.002535307,0.0001591816,0.00002925807,0.0008740027,0.0000983312,0.00009223749],"category_scores_gemma":[0.0015471,0.0001174652,0.00006960068,0.02615593,0.0006527695,0.0005536444,0.0006269938,0.0002913023,0.00001188166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003735672,"about_ca_system_score_gemma":0.00001175743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006481729,"about_ca_topic_score_gemma":0.00005253115,"domain_scores_codex":[0.9980011,0.0001207731,0.001038317,0.0002926317,0.0002882911,0.000258914],"domain_scores_gemma":[0.9975024,0.0002674874,0.0008837162,0.0007276034,0.0006174409,0.00000135404],"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":[0.00000464237,0.0000854574,0.01621934,0.0008340841,0.0003856028,0.000002171855,0.0001668012,0.000005474872,0.00003640665,0.9154171,0.00160579,0.06523708],"study_design_scores_gemma":[0.0006144671,0.0001241413,0.3414892,0.006333238,0.003464413,0.000005042818,0.011721,0.0003829522,0.001065382,0.0610964,0.5726371,0.001066652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8800351,0.002735839,0.05760584,0.03989999,0.0006530602,0.004639384,0.000004932373,0.0004428167,0.01398306],"genre_scores_gemma":[0.9794921,0.002295828,0.01131475,0.006151265,0.00006180139,0.0005662251,0.00001534742,0.00001470398,0.00008802491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8543208,"threshold_uncertainty_score":0.9945436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4872950454635613,"score_gpt":0.345914224374204,"score_spread":0.1413808210893573,"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."}}