{"id":"W307758303","doi":"10.22215/timreview/869","title":"A Technology-Assisted Design Methodology for Employee-Driven Innovation in Services","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Business; Service (business); Knowledge management; Marketing; Service design; Service innovation; Tertiary sector of the economy; Process management; Service delivery framework; Computer science","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","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004184701,0.0003607708,0.0006287478,0.008356836,0.0001265566,0.00007968333,0.0007899472,0.0003679008,0.00004945493],"category_scores_gemma":[0.0007124683,0.0003592991,0.00003856216,0.03636561,0.00009558213,0.0009952992,0.0003643446,0.0003067993,0.0002117718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102675,"about_ca_system_score_gemma":0.0000429068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002480254,"about_ca_topic_score_gemma":0.00002524114,"domain_scores_codex":[0.9969289,0.00004343736,0.001568932,0.0006972137,0.0002839511,0.0004775615],"domain_scores_gemma":[0.9959251,0.00004461599,0.001114622,0.0007618055,0.002148122,0.00000570647],"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":[0.00004984148,0.00009979791,0.007542278,0.004783159,0.0000777736,0.000007765272,0.0000124002,0.00002629561,0.0008000433,0.8285873,0.01087899,0.1471344],"study_design_scores_gemma":[0.002407817,0.0001020537,0.00228327,0.00256598,0.0002600309,0.00001400504,0.0008264965,0.0006458728,0.0006537957,0.5279528,0.4615361,0.0007517964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.1533826,0.02028135,0.3541674,0.4235038,0.002779707,0.02303,0.00001224292,0.006954376,0.0158886],"genre_scores_gemma":[0.1826332,0.004269449,0.5826274,0.2129822,0.00144871,0.01159032,0.002800429,0.0003750643,0.001273217],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4506571,"threshold_uncertainty_score":0.9998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1824695307710574,"score_gpt":0.3546592329826813,"score_spread":0.1721897022116239,"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."}}