{"id":"W1695185036","doi":"","title":"Analyst Forecast Accuracy on GAAP vs. Non-GAAP Financial Measures: Case of Real Estate Investment Trusts","year":2007,"lang":"en","type":"article","venue":"ASAC","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Accounting; Audit; Bachelor; Real estate; Work (physics); Business; Political science; Management; Finance; Economics; Engineering; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005689537,0.0002804045,0.0005006104,0.001597409,0.0002896471,0.001656583,0.0006114964,0.0007772071,0.001915484],"category_scores_gemma":[0.02762546,0.0001478091,0.0004194451,0.001176173,0.0003205295,0.001726011,0.0006290762,0.000734477,0.000386663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399837,"about_ca_system_score_gemma":0.0005667965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06613965,"about_ca_topic_score_gemma":0.04932776,"domain_scores_codex":[0.9986359,0.0005880803,0.000104511,0.0001433006,0.0003375769,0.0001905131],"domain_scores_gemma":[0.9748423,0.01939332,0.001679078,0.0007787541,0.002588349,0.0007180782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003006839,0.0001811221,0.5377741,0.0001026424,0.0002091029,0.001190511,0.0008955389,0.370483,0.0007240195,0.004364815,0.009634915,0.07143337],"study_design_scores_gemma":[0.00004296227,0.0002114764,0.1327921,0.00003342648,0.00004394981,0.0002803429,0.0009412961,0.8617464,0.0006005586,0.002131656,0.00113418,0.00004164574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995274,0.0001935675,0.001212095,0.0004839172,0.00002231417,0.000008563133,0.0004951966,0.00005988807,0.002250429],"genre_scores_gemma":[0.9990757,0.00004470878,0.0003625342,0.00001019258,0.000008278689,0.000001211835,0.0002271186,0.00000542998,0.0002647255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06613965,"threshold_uncertainty_score":0.1315093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0574337710542633,"score_gpt":0.3339224515507342,"score_spread":0.276488680496471,"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."}}