{"id":"W6891654153","doi":"10.48448/48wa-6n07","title":"Speech Database (Speech-DB) – An on-line platform for storing, validating, searching, and recording spoken language data","year":2023,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Spoken language; The Internet; Line (geometry); Indigenous; Speech corpus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002999344,0.001557852,0.0009491353,0.002049261,0.001042264,0.004274578,0.002223008,0.001257579,0.1401509],"category_scores_gemma":[0.009507382,0.0007438726,0.0006991769,0.001516492,0.000777383,0.004363534,0.005603826,0.001300341,0.206328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008506252,"about_ca_system_score_gemma":0.00275436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009364489,"about_ca_topic_score_gemma":0.01045749,"domain_scores_codex":[0.9979193,0.0003024738,0.000183602,0.0004360471,0.001020067,0.0001385595],"domain_scores_gemma":[0.9939458,0.001644441,0.0002821277,0.001283934,0.002100501,0.0007432338],"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":[0.0006821978,0.00008822753,0.001307933,0.0008819376,0.00005693769,0.000369094,0.001263968,0.0003994567,0.0111727,0.007745745,0.7500625,0.2259692],"study_design_scores_gemma":[0.00009659274,0.00005228299,0.002476664,0.0002413257,0.00003176363,0.0005023479,0.0003889524,0.003712224,0.01628118,0.005035303,0.9710435,0.000137942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00705805,0.001306741,0.1990262,0.001270834,0.0007463536,0.0009906031,0.1126387,0.4659469,0.2110158],"genre_scores_gemma":[0.0590644,0.001988144,0.19886,0.001956459,0.0005617935,0.001846941,0.3170751,0.1153668,0.3032804],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1401509,"threshold_uncertainty_score":0.4688514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1827968793269247,"score_gpt":0.4258383453636539,"score_spread":0.2430414660367293,"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."}}