{"id":"W6889239061","doi":"10.25545/glkhd9/mzk9aw","title":"README.md","year":2024,"lang":"en","type":"dataset","venue":"UNB Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Process (computing); Troubleshooting; Work (physics); Relation (database); Point (geometry)","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":[0.0004644363,0.0006641767,0.0005382884,0.0007178428,0.00008535905,0.0002652491,0.001653619,0.0005425748,0.04357109],"category_scores_gemma":[0.0003725133,0.0006402101,0.0001905358,0.000683949,0.0001934602,0.0003104527,0.001469092,0.001279622,0.9846002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003357211,"about_ca_system_score_gemma":0.0003309691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008404517,"about_ca_topic_score_gemma":0.001005095,"domain_scores_codex":[0.9968371,0.0001125406,0.0004497991,0.001170867,0.0007855175,0.0006441495],"domain_scores_gemma":[0.9953359,0.00009053222,0.0001981779,0.00403881,0.00006464004,0.0002718893],"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":[0.0000364344,0.00008230722,3.578897e-7,0.0003379192,0.0001989251,0.001808011,0.00001248138,0.0000013294,0.00002537049,0.000049992,0.9973654,0.00008143258],"study_design_scores_gemma":[0.0002592977,0.00004164995,6.546294e-7,0.0003096226,0.0007121342,0.00008691206,0.0000409558,0.000008058112,0.00001894607,0.000104166,0.9977308,0.0006868102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00000148435,0.00008243326,5.650155e-7,0.00001222229,0.002422184,0.0003520233,0.9948645,0.0004453927,0.001819211],"genre_scores_gemma":[2.136132e-7,0.0005279849,0.0001235028,0.0002875508,0.001005598,0.00003167494,0.9959006,0.0002151014,0.001907812],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9410291,"threshold_uncertainty_score":0.9996049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154448362126474,"score_gpt":0.2870298740727473,"score_spread":0.2654853904514826,"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."}}