{"id":"W6913072171","doi":"10.5683/sp3/nkvogq","title":"LibriStutter","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Section (typography); Public speaking; Stuttering; Character (mathematics)","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":[0.0001492927,0.0003413065,0.0004267494,0.0001536737,0.00005017476,0.0001643165,0.0005702439,0.0003689133,0.001601028],"category_scores_gemma":[0.0001712416,0.0003346947,0.0001763888,0.0002349266,0.00007006426,0.00007535255,0.0002888704,0.0004141425,0.004448076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019894,"about_ca_system_score_gemma":0.0002058833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07785331,"about_ca_topic_score_gemma":0.03432269,"domain_scores_codex":[0.9982592,0.0001237439,0.0002725762,0.0004981554,0.0004836579,0.0003626506],"domain_scores_gemma":[0.9976888,0.00004441744,0.0001733783,0.001855257,0.0001003881,0.0001377928],"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":[0.000007442991,0.00005707329,0.00000276011,0.00006112596,0.00008452354,0.0006357584,0.000004657473,2.171791e-7,0.000005024461,0.000004457236,0.9990628,0.00007413109],"study_design_scores_gemma":[0.0001424361,0.00001052855,0.0001896435,0.00007620297,0.0001477985,0.0000355888,0.000005814501,3.51964e-7,0.00002646876,0.00002239006,0.99897,0.0003727496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[4.041006e-7,0.0003996738,3.967445e-7,0.0001281197,0.0001827125,0.0001241316,0.9960557,0.000118861,0.002990014],"genre_scores_gemma":[4.653405e-8,0.0001079573,0.00006246378,0.0009153813,0.0008998711,0.00004263208,0.9974788,0.0001137129,0.0003790651],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04353062,"threshold_uncertainty_score":0.9999105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047067189610544,"score_gpt":0.2734074517897525,"score_spread":0.252936779893647,"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."}}