{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2345408,0.001693981,0.004041594,0.01469059,0.004246002,0.01789025,0.006282676,0.006969311,0.005172568],"category_scores_gemma":[0.4164493,0.001104294,0.001940811,0.008438789,0.03472884,0.02523631,0.005145168,0.007825324,0.0008149186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01739446,"about_ca_system_score_gemma":0.0262379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004251423,"about_ca_topic_score_gemma":0.004728414,"domain_scores_codex":[0.7656588,0.1825668,0.009610686,0.008669342,0.03140116,0.002093314],"domain_scores_gemma":[0.3783845,0.5446249,0.01406023,0.02388615,0.03714144,0.001902862],"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":[0.0001231181,0.00005647445,0.0004852413,0.005805673,0.0004649624,0.0001875332,0.006328734,0.001467739,0.0001587534,0.8863007,0.03001486,0.06860615],"study_design_scores_gemma":[0.00008945314,0.00005741135,0.0004258411,0.007234974,0.0002372849,0.0001184908,0.003182117,0.005290139,0.0004729712,0.8921078,0.09068065,0.0001028314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01136546,0.3084363,0.2773959,0.345226,0.01232756,0.001803253,0.0004403593,0.0003495814,0.04265567],"genre_scores_gemma":[0.534758,0.1470807,0.2585942,0.03928982,0.007848974,0.005362182,0.0002489521,0.0003815073,0.006435766],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2345408,"threshold_uncertainty_score":0.9439474,"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."}}