{"id":"W4205435296","doi":"10.7557/5.5951","title":"Wikispeech","year":2021,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; License; Reading (process); Computer science; Quarter (Canadian coin); World Wide Web; Quality (philosophy); Population; Multimedia; Linguistics; Psychology; Sociology; Communication; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003239162,0.002485715,0.001814914,0.006665713,0.002901165,0.01134161,0.004716211,0.001846586,0.2687805],"category_scores_gemma":[0.01838945,0.001188615,0.001414244,0.005993315,0.0009148839,0.01420543,0.01020231,0.00319995,0.3674207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123623,"about_ca_system_score_gemma":0.005203033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004591047,"about_ca_topic_score_gemma":0.006013823,"domain_scores_codex":[0.9965249,0.000541414,0.0003666621,0.0007342295,0.001479661,0.0003530353],"domain_scores_gemma":[0.9874855,0.001944377,0.0005019388,0.003535712,0.004118136,0.002414383],"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":[0.0001994112,0.00004859742,0.0002036998,0.0006547195,0.0000339353,0.00008131374,0.0002342326,0.0001725074,0.0008468527,0.00621108,0.9222488,0.06906479],"study_design_scores_gemma":[0.00002622491,0.00001817035,0.0003026836,0.00006867346,0.00001025915,0.00008876418,0.00008843322,0.0004183371,0.001036449,0.004363509,0.9935367,0.00004176198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002825367,0.001980803,0.09430734,0.002216345,0.004644585,0.001004066,0.2189857,0.3686535,0.3053823],"genre_scores_gemma":[0.01156273,0.001934931,0.06843434,0.001252637,0.0009720542,0.001481612,0.495266,0.1103321,0.3087636],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2687805,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035980886674459,"score_gpt":0.2268560965535344,"score_spread":0.2064962876867898,"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."}}