{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005179006,0.00009918316,0.00009240625,0.0002344666,0.004189332,0.0008296448,0.0007509752,0.00002549156,0.04649267],"category_scores_gemma":[0.000239615,0.0001124802,0.00005008037,0.0006983481,0.00005471956,0.0005540572,0.001990497,0.0002565972,0.004880744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009484617,"about_ca_system_score_gemma":0.000001817935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000123677,"about_ca_topic_score_gemma":5.219374e-7,"domain_scores_codex":[0.9987997,0.00004810063,0.0001718709,0.0002992351,0.0004055498,0.0002755148],"domain_scores_gemma":[0.9993574,0.000006704736,0.00009816504,0.0002488459,0.0002695349,0.00001935029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000119948,0.0002241427,0.00004486271,0.0001115779,0.00002194178,0.00002696838,0.0002494406,0.0003760724,0.002528918,0.04535572,0.851209,0.09973138],"study_design_scores_gemma":[0.0003157021,0.00003942972,0.001988425,0.000007164417,0.00001058869,0.00001513298,0.0003185104,0.001975948,0.00003076151,0.000681242,0.994487,0.0001300656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3016265,0.0001462788,0.002051528,0.002971007,0.0009045551,0.0008542173,0.0004970731,0.002989042,0.6879598],"genre_scores_gemma":[0.9942344,0.000008280718,0.00002364301,0.0006824034,0.0005822057,1.445982e-7,0.002799352,0.000643452,0.001026087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6926079,"threshold_uncertainty_score":0.9971071,"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."}}