{"id":"W3208565969","doi":"10.5281/zenodo.5525161","title":"Human vocalization corpus: recordings of infant-directed and adult-directed speech and song in 21 societies","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Communication; Speech recognition; Psychology; Linguistics; Audiology; History; Computer science; Medicine","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":[0.001305072,0.0008924931,0.0007657493,0.001952358,0.001166453,0.001437729,0.001157426,0.001066822,0.0413407],"category_scores_gemma":[0.00379051,0.000397039,0.000458034,0.001993303,0.0006845829,0.0009446651,0.002880259,0.0009538006,0.0359277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005829375,"about_ca_system_score_gemma":0.001150929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00616953,"about_ca_topic_score_gemma":0.01529529,"domain_scores_codex":[0.998508,0.0003108897,0.0002217337,0.0003548519,0.0004829991,0.0001214467],"domain_scores_gemma":[0.9972546,0.0007892532,0.0001393814,0.0007121087,0.0008113712,0.0002934536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007048072,0.0001758545,0.002800512,0.003205944,0.00008668783,0.0007853407,0.00212777,0.00042897,0.01787485,0.001633682,0.8467747,0.1234009],"study_design_scores_gemma":[0.0002357487,0.0002390596,0.08890343,0.0005468449,0.00007242812,0.001729137,0.001913542,0.0008164452,0.006295813,0.001615784,0.8974747,0.0001569934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05123347,0.003042251,0.01839505,0.0007005341,0.00135312,0.001280681,0.8755671,0.008012816,0.04041494],"genre_scores_gemma":[0.04136294,0.001019691,0.0218482,0.0003707789,0.0003638002,0.003397138,0.9053327,0.002276486,0.02402832],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0413407,"threshold_uncertainty_score":0.1382985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04072626931655219,"score_gpt":0.285043969624731,"score_spread":0.2443177003081788,"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."}}