{"id":"W4239612296","doi":"10.2139/ssrn.3036944","title":"Canadian Financial Reporting Institutions","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Business; Accounting; Finance; Financial system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006122355,0.0001084018,0.000149171,0.0002934724,0.003824803,0.0009932154,0.0004519814,0.0000772595,0.00006787219],"category_scores_gemma":[0.01386276,0.0001013632,0.0001113282,0.000140347,0.00006193148,0.001036049,0.00008112829,0.001311197,0.0002210649],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008125624,"about_ca_system_score_gemma":0.01235968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1999881,"about_ca_topic_score_gemma":0.6443205,"domain_scores_codex":[0.9968726,0.000007743842,0.0006150289,0.0001812477,0.0003493018,0.001974065],"domain_scores_gemma":[0.9975354,0.000008117451,0.001694584,0.0003245834,0.0003952045,0.00004210198],"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":[0.000009873363,0.00001975132,0.1429086,0.000008828304,0.00002006851,0.00008146575,0.00001208897,0.00004337734,0.00004711993,0.7939479,0.001718646,0.06118226],"study_design_scores_gemma":[0.0005925638,0.00002818357,0.2558087,0.00006520908,0.00004518409,0.0003504641,0.0002501912,0.0006978626,0.00001315747,0.4579388,0.2838493,0.0003603266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8784887,0.0001667763,0.00130452,0.009191209,0.001174644,0.0001560402,7.318144e-7,0.00005031065,0.1094671],"genre_scores_gemma":[0.9934005,0.00006407224,0.00002820883,0.0003620286,0.002514388,0.000006257613,0.000004371135,0.0000137933,0.00360644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4443324,"threshold_uncertainty_score":0.9974721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07192478926035296,"score_gpt":0.3410998845912598,"score_spread":0.2691750953309069,"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."}}