{"id":"W4394089478","doi":"10.6084/m9.figshare.24147242","title":"An Exploration of Voice Quality in Mothers Speaking Canadian English to Infants","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Psychology; S Voice; Developmental psychology; Communication; Computer science; Philosophy","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":[0.0006182377,0.001167134,0.0008179854,0.002406416,0.001842036,0.001338241,0.001631314,0.000809793,0.006130054],"category_scores_gemma":[0.002661472,0.0002950016,0.0008487987,0.002924552,0.0004269803,0.0003229256,0.001289236,0.0006942261,0.00392208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005497152,"about_ca_system_score_gemma":0.006112862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8831732,"about_ca_topic_score_gemma":0.9305464,"domain_scores_codex":[0.9993461,0.00005259618,0.00003826322,0.0001673941,0.0001958106,0.0001997698],"domain_scores_gemma":[0.9985942,0.0002041905,0.0001076218,0.0001614368,0.0007386898,0.0001938572],"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":[0.001950577,0.0004153139,0.3333581,0.003251618,0.0007943151,0.001813346,0.003960866,0.001554792,0.00701201,0.001144646,0.5459527,0.09879165],"study_design_scores_gemma":[0.000121112,0.0000581314,0.8631763,0.000356122,0.0002284474,0.0006207736,0.002346003,0.001677608,0.001222001,0.0001620788,0.1299156,0.0001157903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1473783,0.001384766,0.000506685,0.0002535839,0.00009383749,0.0001639438,0.8452237,0.00039544,0.004599767],"genre_scores_gemma":[0.08453657,0.0005452439,0.0009855297,0.00008614014,0.00002394356,0.000293623,0.9101451,0.00006395552,0.003319995],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1168268,"threshold_uncertainty_score":0.2350295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2165926215387441,"score_gpt":0.4496082259017017,"score_spread":0.2330156043629576,"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."}}