{"id":"W6931900212","doi":"10.5281/zenodo.7900117","title":"Allenbycimbex Archibald & Rasnitsyn 2023, n. gen.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Type locality; Type (biology); Base (topology); Vermilion; Range (aeronautics)","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":[0.0001195622,0.0006010793,0.000331804,0.001972726,0.001877303,0.0004210871,0.0006407675,0.0004892857,0.03728631],"category_scores_gemma":[0.0004670893,0.0002827643,0.0001125985,0.00119203,0.0006544549,0.0009751915,0.0008624117,0.000657916,0.008716541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482315,"about_ca_system_score_gemma":0.000876061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016283,"about_ca_topic_score_gemma":0.336089,"domain_scores_codex":[0.9998955,0.000008781511,0.000006071172,0.00003804568,0.00003369053,0.00001787162],"domain_scores_gemma":[0.99988,0.00002017548,0.00003984627,0.00001552495,0.0000303956,0.00001417178],"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":[0.0004981064,0.00006759259,0.03447394,0.001336241,0.00007441222,0.002135772,0.003539189,0.0005497962,0.0174448,0.01407902,0.1248909,0.8009103],"study_design_scores_gemma":[0.00004458966,0.0000473872,0.2373899,0.0008677134,0.00006534508,0.002089886,0.001544515,0.0001353722,0.001322485,0.001320928,0.7551491,0.00002286913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2378303,0.02954252,0.004881051,0.001468659,0.001086565,0.001113332,0.01815557,0.001045386,0.7048766],"genre_scores_gemma":[0.7355849,0.009716114,0.008730884,0.001245699,0.0001522734,0.0009336686,0.009714989,0.0002141089,0.2337073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1016283,"threshold_uncertainty_score":0.2020736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653322249468104,"score_gpt":0.2214392366161959,"score_spread":0.1949060141215148,"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."}}