{"id":"W2155883434","doi":"10.82308/43018","title":"Developmental changes in Arabic babbling in relation to English and French babbling","year":2013,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; King Saud University","keywords":"Babbling; Vowel; Linguistics; Psychology; Formant; Duration (music); Audiology; Phonation; Language acquisition; Acoustics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003304588,0.0002374464,0.0002137942,0.0007268989,0.000228902,0.0006111308,0.0001193416,0.0002333008,0.001748704],"category_scores_gemma":[0.002855638,0.0001181745,0.00013678,0.0002612476,0.0003364295,0.0002237732,0.0002938734,0.000273604,0.0003386203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002615826,"about_ca_system_score_gemma":0.0001859921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004575384,"about_ca_topic_score_gemma":0.003813635,"domain_scores_codex":[0.9997601,0.00004301808,0.00002027675,0.0000698836,0.00006647044,0.00004030322],"domain_scores_gemma":[0.998916,0.0002777641,0.0003659312,0.00005244065,0.0002444296,0.0001433933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002332816,0.0001086399,0.5527353,0.0001484487,0.00007431264,0.002599614,0.007566413,0.0005004968,0.3559027,0.0004198384,0.0002496202,0.07736179],"study_design_scores_gemma":[0.000001221285,0.0001795341,0.9926708,0.000008443882,0.000009299615,0.0005004118,0.0006832904,0.0001298412,0.005499679,0.00002719767,0.0002830867,0.000007343584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988656,0.0001723814,0.0002016184,0.00001254906,0.000002855008,0.000003261458,0.00009283239,0.000008654189,0.000640246],"genre_scores_gemma":[0.9988166,0.0001906741,0.0003347919,0.000007891735,0.000002749745,0.00001264559,0.00007821742,0.000006788453,0.0005495796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004575384,"threshold_uncertainty_score":0.009097457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165495880607144,"score_gpt":0.2758947524795501,"score_spread":0.2442397936734786,"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."}}