{"id":"W4411618216","doi":"10.51847/mm2k7i6z6o","title":"10.51847/mm2K7I6z6o","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Accounting; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00123321,0.001107311,0.0009132126,0.002953378,0.001108658,0.004676895,0.001159253,0.002693877,0.9238936],"category_scores_gemma":[0.002429403,0.0003218981,0.0005530912,0.003932909,0.0007873095,0.002361871,0.00243696,0.001133034,0.9196363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290034,"about_ca_system_score_gemma":0.001033798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003875781,"about_ca_topic_score_gemma":0.002330219,"domain_scores_codex":[0.9987502,0.0001642899,0.0001118749,0.0003068236,0.0004722436,0.0001944934],"domain_scores_gemma":[0.9979218,0.0004383707,0.0002503256,0.0002860892,0.0007028065,0.0004006453],"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":[0.0002841912,0.0002476099,0.004494265,0.000543154,0.00002237988,0.0003172684,0.0002077093,0.0003220023,0.002651135,0.006708945,0.2150581,0.7691433],"study_design_scores_gemma":[0.00006621944,0.00009176219,0.007864819,0.0004785536,0.0000225987,0.0004885736,0.0002662662,0.0007187645,0.0008865194,0.002036203,0.9870482,0.0000314171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005975329,0.001535971,0.002325113,0.002055866,0.0008690256,0.0001875148,0.002862447,0.00176622,0.9824225],"genre_scores_gemma":[0.01821646,0.001042721,0.002929576,0.0006774246,0.000365413,0.0001851315,0.002732057,0.0004091634,0.973442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07610643,"threshold_uncertainty_score":0.1085565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286822811204171,"score_gpt":0.2378566658557048,"score_spread":0.2149884377436631,"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."}}