{"id":"W4411656725","doi":"10.51847/maamyrzyec","title":"10.51847/maamyrzyEC","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forensic accounting; Language change; Forensic science; Financial fraud; Accounting; Business; Criminology; Political science; Psychology; Audit; History","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":[0.0005228277,0.0006894703,0.0004715024,0.001649751,0.001186919,0.003554902,0.0007694022,0.002264601,0.7748121],"category_scores_gemma":[0.001781894,0.000276332,0.0003009978,0.001370816,0.0007392038,0.002864629,0.001756974,0.001172387,0.7275359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007931382,"about_ca_system_score_gemma":0.0007867342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001959481,"about_ca_topic_score_gemma":0.001526474,"domain_scores_codex":[0.9995152,0.00006952896,0.00004751494,0.0001560771,0.0001450034,0.0000666241],"domain_scores_gemma":[0.9991862,0.0001747388,0.0001049309,0.0001308123,0.0002717398,0.0001316164],"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":[0.0002615686,0.0002087105,0.003521756,0.0005127822,0.00002211853,0.0006470723,0.0003670681,0.0004810642,0.002217848,0.02941103,0.1821668,0.7801824],"study_design_scores_gemma":[0.00002327389,0.00005795338,0.002194686,0.0002377932,0.00001308597,0.0009346871,0.0002921522,0.0006324913,0.0006167146,0.003401416,0.991574,0.00002167043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008710178,0.004710418,0.004484355,0.005031444,0.002675957,0.00009827095,0.001046359,0.001300256,0.9719428],"genre_scores_gemma":[0.03723793,0.002916786,0.002984448,0.001218878,0.0004777143,0.00008236388,0.0005685001,0.0002200496,0.9542934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2251879,"threshold_uncertainty_score":0.3212032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242906555989748,"score_gpt":0.1609455235081426,"score_spread":0.1485164579482451,"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."}}