{"id":"W4214850822","doi":"10.1121/10.0005917.3","title":"10.1121/10.0005917.3","year":2021,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; University of Arizona","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004638361,0.002038886,0.002042652,0.0009324688,0.0002920399,0.003046445,0.002260682,0.001449799,0.04541922],"category_scores_gemma":[0.002253283,0.002090112,0.001287356,0.002054293,0.0004416092,0.001831877,0.00160676,0.001666038,0.5107341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008335062,"about_ca_system_score_gemma":0.0006148456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424645,"about_ca_topic_score_gemma":0.0004710578,"domain_scores_codex":[0.9912599,0.0002378799,0.001504683,0.002552471,0.002390323,0.002054699],"domain_scores_gemma":[0.9931871,0.0005907645,0.0008891747,0.003980907,0.0005235341,0.0008284684],"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":[0.0002610608,0.0008706899,0.00000556899,0.0003230246,0.0005530562,0.002125958,0.00001458538,0.000004206524,0.00003532959,0.000009666436,0.9932399,0.002556995],"study_design_scores_gemma":[0.00123651,0.0004313784,0.00004684733,0.0004114516,0.0003343259,0.0004120774,0.00007142725,0.000009301702,0.00005231432,0.00007813927,0.9945928,0.002323398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009921167,0.00145034,0.000003947036,0.00002254433,0.0009142212,0.000785161,0.9478388,0.000804727,0.04808104],"genre_scores_gemma":[0.0002123846,0.00005629861,0.00003807351,0.0002229704,0.001474232,0.0002398281,0.9524559,0.0006183431,0.04468196],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4653149,"threshold_uncertainty_score":0.9998465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309550057540963,"score_gpt":0.2551612502788172,"score_spread":0.2420657497034076,"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."}}