{"id":"W1124984479","doi":"10.22215/timreview/1006","title":"Editorial: Insights (August 2016)","year":2016,"lang":"en","type":"editorial","venue":"Technology Innovation Management Review","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commodification; Digital transformation; Selection (genetic algorithm); Entrepreneurship; Business; Service provider; Service (business); Service innovation; Public relations; Knowledge management; Political science; Marketing; World Wide Web; Computer science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006838121,0.003452895,0.002782232,0.00468216,0.003180081,0.008012013,0.003265641,0.01185179,0.02580585],"category_scores_gemma":[0.03204422,0.001189196,0.002499497,0.002013364,0.00198623,0.004585104,0.001925642,0.01675899,0.02527932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003398248,"about_ca_system_score_gemma":0.004693882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086853,"about_ca_topic_score_gemma":0.006096602,"domain_scores_codex":[0.9933073,0.0009884967,0.0008614136,0.0007204117,0.003614853,0.0005074591],"domain_scores_gemma":[0.9765052,0.005536044,0.001879937,0.0006411694,0.01144901,0.003988744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001796715,0.000006911307,0.00001199969,0.00008278668,0.000005533096,0.00005101434,0.000006337341,0.000007325004,0.00002529703,0.00009205141,0.997301,0.002391845],"study_design_scores_gemma":[0.00004689023,0.00002757034,0.0002250231,0.0003817189,0.00002414584,0.0001600954,0.00004319064,0.00004771294,0.00007545731,0.0005304103,0.9984238,0.00001388829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002505418,0.003623559,0.00007513377,0.05232678,0.9421318,0.00002661417,0.00006676593,0.00005622764,0.001668153],"genre_scores_gemma":[0.0004719835,0.005837826,0.0001408867,0.05704818,0.9127318,0.00005647015,0.0001033098,0.00006304082,0.02354663],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02580585,"threshold_uncertainty_score":0.08632922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008149366178553333,"score_gpt":0.2637155522674359,"score_spread":0.2555661860888826,"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."}}