{"id":"W4416280808","doi":"10.1108/979-8-88730-876-020251004","title":"Value Proposition","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004482218,0.0001682881,0.000157309,0.0003214225,0.00009377999,0.0003909523,0.0001057705,0.0001754208,0.003361954],"category_scores_gemma":[0.00007407817,0.000139409,0.0001271227,0.00005833961,0.00003257473,0.000190655,0.0001376209,0.0002940269,0.01704227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004071401,"about_ca_system_score_gemma":0.00005963529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001670205,"about_ca_topic_score_gemma":0.00001973939,"domain_scores_codex":[0.9987494,8.376988e-7,0.0002837408,0.000301926,0.0005088656,0.0001552309],"domain_scores_gemma":[0.9994089,0.00001201018,0.0001480083,0.0001850791,0.0002391162,0.000006907464],"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":[0.000003451944,0.000004168373,0.000007091289,0.0002386904,0.00001588613,0.00003676454,0.000001614803,0.000004108796,0.00001181013,0.938269,0.05262604,0.008781378],"study_design_scores_gemma":[0.00003121541,0.000003997426,0.00002467182,0.0001619532,0.00004661825,0.000001695896,0.000001626916,0.001114958,0.000004340037,0.3302023,0.6682713,0.0001353873],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004360555,0.0001411457,0.0001169,0.001299371,0.0006472232,0.000265332,0.000001358409,0.0002941531,0.9971909],"genre_scores_gemma":[0.004200006,0.00001122686,0.00005225975,0.0005720716,0.002617863,0.00001202659,0.00008499654,0.00005825853,0.9923913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6156452,"threshold_uncertainty_score":0.9975491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04878490521075409,"score_gpt":0.2932946778890832,"score_spread":0.2445097726783291,"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."}}