{"id":"W4287909559","doi":"","title":"Value Creation: Knell or Grail? Critical Review and Concept Modeling","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Holy Grail; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003781295,0.0003193132,0.0004555547,0.0001913844,0.0002914769,0.0007357237,0.0006601543,0.0002189313,0.0005387252],"category_scores_gemma":[0.002548064,0.00030128,0.0001028666,0.000548436,0.0001206597,0.0005998237,0.001171442,0.0004955865,0.0001496445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003983033,"about_ca_system_score_gemma":0.0001281052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142018,"about_ca_topic_score_gemma":0.0001998544,"domain_scores_codex":[0.997492,0.0005378879,0.0005890782,0.0007615864,0.0003425521,0.0002769435],"domain_scores_gemma":[0.994334,0.00053174,0.0003913322,0.001396557,0.003317239,0.00002912131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003460395,0.0004017565,0.001282793,0.01508136,0.000123472,0.000006046774,0.001842531,0.000885784,0.0002012489,0.9399517,0.01145789,0.02873084],"study_design_scores_gemma":[0.001582328,9.741327e-7,0.001616429,0.03792497,0.001370652,0.00002864166,0.0005043086,0.6413181,0.001386069,0.1044069,0.2073959,0.00246479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03668636,0.05645305,0.2289118,0.459472,0.00187695,0.003449373,0.00007516181,0.001016968,0.2120584],"genre_scores_gemma":[0.9093941,0.01224724,0.02419497,0.0341078,0.0009513682,0.0002318626,0.003481536,0.0002044168,0.01518668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8727078,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749688027276483,"score_gpt":0.2677461392675179,"score_spread":0.2302492589947531,"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."}}