{"id":"W4214863415","doi":"10.1121/10.0005917.5","title":"10.1121/10.0005917.5","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":[0.0004674436,0.002041572,0.002046251,0.0009293456,0.0002916376,0.003062185,0.002292953,0.001451054,0.04616645],"category_scores_gemma":[0.002230822,0.002092881,0.001289105,0.002045947,0.0004416334,0.001842922,0.001604859,0.001668481,0.5022862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008321918,"about_ca_system_score_gemma":0.000613829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002575075,"about_ca_topic_score_gemma":0.0004814155,"domain_scores_codex":[0.9912269,0.0002367719,0.001507352,0.002556397,0.002413286,0.002059262],"domain_scores_gemma":[0.9931721,0.000590341,0.0008954214,0.003996902,0.0005143324,0.0008309216],"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":[0.0002635293,0.0008541547,0.000005555075,0.0003152871,0.0005541361,0.002133111,0.00001431046,0.000004619183,0.00003509721,0.00000971669,0.993256,0.002554423],"study_design_scores_gemma":[0.001239625,0.0004345208,0.0000497527,0.000406363,0.0003346491,0.0004053461,0.0000718204,0.000009210859,0.00004962745,0.00007903732,0.9945907,0.002329372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001011897,0.001413497,0.000003930636,0.00002281332,0.0009107013,0.0007828595,0.9475151,0.0007834584,0.04846651],"genre_scores_gemma":[0.0002163834,0.00005613611,0.0000390173,0.0002271566,0.001490191,0.0002340241,0.9529513,0.0006077499,0.04417806],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4561197,"threshold_uncertainty_score":0.9998453,"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."}}