{"id":"W2167660749","doi":"10.1111/1467-9280.00240","title":"Is Infant-Directed Speech Prosody a Result of the Vocal Expression of Emotion?","year":2000,"lang":"en","type":"article","venue":"Psychological Science","topic":"Infant Health and Development","field":"Health Professions","cited_by":367,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Prosody; Psychology; Surprise; Expression (computer science); Rhythm; Style (visual arts); Communication; Speech recognition; Acoustics; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001742251,0.0001025825,0.0002124467,0.00006056703,0.0007079027,0.000004131953,0.0006382508,0.0001607508,0.003425406],"category_scores_gemma":[0.0005503834,0.00005272083,0.00005095331,0.001256085,0.0006755705,0.00009447687,0.0001302646,0.0004128588,0.0001517296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005057743,"about_ca_system_score_gemma":0.0002795155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008865605,"about_ca_topic_score_gemma":0.000005023473,"domain_scores_codex":[0.9973638,0.0002856443,0.0007030154,0.0004005306,0.0007039186,0.0005430678],"domain_scores_gemma":[0.9986337,0.0001736058,0.0002656153,0.0005031869,0.0002523707,0.0001714547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001905909,0.001739586,0.5601366,0.0004326207,0.000008549925,0.000008739919,0.02196793,0.00001313523,0.2265964,0.002513601,0.06392023,0.1207567],"study_design_scores_gemma":[0.0005619887,0.0001257273,0.9814842,0.0002485075,0.000002038065,0.000003278783,0.0001578598,0.00005164508,0.009906149,0.001273802,0.006097317,0.000087491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307026,0.00002090334,0.00001853722,0.001822285,0.0004198923,0.0007122955,0.0000126795,0.00005282135,0.06623805],"genre_scores_gemma":[0.9930767,0.00004163024,0.00284173,0.002456908,0.0000487387,0.00003284127,9.882194e-7,0.000003652764,0.001496851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4213476,"threshold_uncertainty_score":0.9974856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07220874086149276,"score_gpt":0.4681364228269528,"score_spread":0.39592768196546,"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."}}