{"id":"W4411618232","doi":"10.51847/ept1tfsagf","title":"10.51847/EPT1TFsAgF","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Position (finance); Finance","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005014372,0.00008699522,0.0001056647,0.0001308648,0.0001391803,0.0001795852,0.0001595158,0.0000377011,0.9897927],"category_scores_gemma":[0.0003266412,0.00008299893,0.00004655186,0.0004407027,0.0000171363,0.0002454838,0.00005328282,0.0000743269,0.9902765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001479238,"about_ca_system_score_gemma":0.00002412965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001789635,"about_ca_topic_score_gemma":5.39468e-7,"domain_scores_codex":[0.9990419,0.000006611578,0.0001917045,0.0001876262,0.0003200147,0.0002522129],"domain_scores_gemma":[0.9995808,0.0000198955,0.00004942674,0.0001948745,0.0001365784,0.00001843541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003005505,0.00002692407,0.000009905492,0.000009989708,0.000003681544,0.000006065362,0.000001951152,0.00008504872,0.00003882094,0.00002653472,0.1010631,0.8986979],"study_design_scores_gemma":[0.0001222404,0.00001151889,0.001258574,0.00001271175,0.000007494841,8.689716e-7,6.470106e-7,0.001499217,0.000004871768,0.00002641922,0.996944,0.0001114531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01664788,0.00001068115,0.000001237682,0.0008016471,0.000005280522,0.0001506124,6.764137e-7,0.0001497208,0.9822323],"genre_scores_gemma":[0.005548522,9.023568e-8,0.00003160646,0.0003093446,0.0006295714,0.00001948207,0.0000133371,0.00001741357,0.9934306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8985865,"threshold_uncertainty_score":0.3384598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272927272801858,"score_gpt":0.2375732418643566,"score_spread":0.214843969136338,"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."}}