{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002124129,0.0003462528,0.0002232426,0.002898682,0.0005402466,0.005731944,0.0007218892,0.000886485,0.01951296],"category_scores_gemma":[0.008380953,0.0001874135,0.0003103524,0.003140584,0.0007619017,0.00708277,0.002180111,0.0005955552,0.003340682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006075595,"about_ca_system_score_gemma":0.00076829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115228,"about_ca_topic_score_gemma":0.002166527,"domain_scores_codex":[0.9984972,0.0007421948,0.00006764989,0.00009676971,0.000461945,0.0001342046],"domain_scores_gemma":[0.993518,0.004559551,0.0006641561,0.0005118414,0.0005529214,0.0001935089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000149492,0.0002461705,0.02045944,0.002005939,0.00009002312,0.0004261578,0.005717028,0.0006250762,0.005741827,0.06177639,0.01835302,0.8844095],"study_design_scores_gemma":[0.00005409771,0.000398567,0.04000254,0.003600536,0.0002762062,0.001841695,0.00863778,0.007610209,0.009000161,0.08986078,0.8386134,0.0001040848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.353301,0.04358588,0.05765913,0.0198778,0.0006233098,0.00056956,0.001526463,0.00147201,0.5213848],"genre_scores_gemma":[0.8887515,0.03083495,0.04797236,0.0009936931,0.001237882,0.0001992997,0.0006940709,0.0001106493,0.0292056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01951296,"threshold_uncertainty_score":0.06527734,"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."}}