{"id":"W4398276011","doi":"10.7910/dvn/kilizu","title":"Testing BIDS Dataset","year":2021,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Indoc Research","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007218884,0.0004204192,0.0005189461,0.0001793713,0.0002348761,0.0004807028,0.003317952,0.0003525505,0.002458242],"category_scores_gemma":[0.0009117326,0.0003750275,0.0001080072,0.0007655448,0.00009007868,0.001026367,0.002930457,0.0005750459,0.1038033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068625,"about_ca_system_score_gemma":0.0005630723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006619684,"about_ca_topic_score_gemma":0.00005368495,"domain_scores_codex":[0.9969651,0.0001683867,0.0005479077,0.001152467,0.0006409122,0.0005252053],"domain_scores_gemma":[0.9931762,0.0002908509,0.000283449,0.00586096,0.0001800539,0.0002085199],"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":[0.000002111796,0.00006906742,0.00004315459,0.0002993475,0.00003581544,0.0002884851,0.000007412899,0.00000631347,0.000006226594,0.000008243778,0.997794,0.00143981],"study_design_scores_gemma":[0.0002214205,0.00003794734,0.0001031141,0.0002103131,0.00004179434,0.0001255418,0.000009221574,0.0003441434,0.00001774102,0.00001496299,0.9984173,0.0004565552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000006502035,0.000005295217,0.001804285,0.000008728251,0.002264028,0.0002206034,0.9954485,0.0001828344,0.00005926927],"genre_scores_gemma":[0.000002272338,0.00008266477,0.009636347,0.0005677129,0.0004019091,0.00003113667,0.9892186,0.00001386717,0.00004548108],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1013451,"threshold_uncertainty_score":0.9998702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565575549248181,"score_gpt":0.2557158330832052,"score_spread":0.2300600775907234,"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."}}