{"id":"W6949963659","doi":"10.5281/zenodo.6481117","title":"AlphaReserch - SEC filings","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Financial Distress and Bankruptcy Prediction","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revenue; Quarter (Canadian coin); Nightmare; Listed company","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007069436,0.001053496,0.0007188922,0.00766668,0.002276378,0.007215306,0.001252321,0.002037054,0.3248735],"category_scores_gemma":[0.04870454,0.0005715633,0.0005118077,0.003686066,0.0005395131,0.003100659,0.002534179,0.002394244,0.3313451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671801,"about_ca_system_score_gemma":0.002891094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003076426,"about_ca_topic_score_gemma":0.004921112,"domain_scores_codex":[0.9933668,0.000552208,0.0004616248,0.0003822628,0.004606192,0.0006309223],"domain_scores_gemma":[0.9258018,0.007319215,0.006899587,0.009299855,0.04542628,0.00525322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006752914,0.00003443267,0.001935806,0.0000456016,0.000003295421,0.00007790173,0.00006130693,0.00002888663,0.0001824503,0.001413954,0.9328101,0.06333875],"study_design_scores_gemma":[0.00002474716,0.00009792658,0.01215147,0.000165148,0.000008556844,0.0002289547,0.0001997523,0.0003512536,0.001342006,0.001333692,0.9840687,0.00002769859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02316684,0.002933306,0.004744471,0.02866646,0.01826707,0.0009755327,0.04395588,0.01963365,0.8576568],"genre_scores_gemma":[0.05550803,0.001771568,0.003740284,0.002528019,0.004611816,0.0002431199,0.02458007,0.002482231,0.9045349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3248735,"threshold_uncertainty_score":0.962986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961836935994598,"score_gpt":0.2129857757880731,"score_spread":0.1833674064281271,"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."}}