{"id":"W113984647","doi":"10.22215/timreview/782","title":"Accessing Value-in-Use Information by Integrating Social Platforms into Service Offerings","year":2014,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tekes; Aalto-Yliopisto","keywords":"Service-dominant logic; Value (mathematics); Service (business); Value creation; Business; Knowledge management; Marketing; Computer science; Commerce","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":[0.00141019,0.0002649319,0.0003435557,0.00181815,0.0002711691,0.0003283077,0.0005029778,0.0001641706,0.00006677894],"category_scores_gemma":[0.0002665493,0.0002513805,0.00003048463,0.0111901,0.00003665204,0.005964035,0.0003464679,0.0003181571,0.0003017723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009150477,"about_ca_system_score_gemma":0.000008561346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001933429,"about_ca_topic_score_gemma":0.00002150148,"domain_scores_codex":[0.9980118,0.000008612124,0.001061965,0.000305291,0.0003026783,0.0003096575],"domain_scores_gemma":[0.9981816,0.0000160867,0.0008399169,0.0003537209,0.0006050292,0.000003659361],"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":[0.000005834429,0.00002460479,0.001916604,0.005059472,0.00001779124,4.364796e-7,0.00003130572,0.000004457552,0.0002292698,0.6896654,0.007972138,0.2950727],"study_design_scores_gemma":[0.0007519952,0.00001238103,0.003550567,0.002694304,0.00008889696,0.000001641213,0.0004145901,0.002707899,0.0001788251,0.08587892,0.9031444,0.0005756004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6825893,0.00184667,0.04039952,0.2253208,0.001087643,0.004231431,0.000003435267,0.002830731,0.04169054],"genre_scores_gemma":[0.6374012,0.001291099,0.007953685,0.3498093,0.0006629582,0.0005572606,0.002063786,0.00008818459,0.000172505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8951722,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907476495255961,"score_gpt":0.2607060654843389,"score_spread":0.2416313005317793,"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."}}