{"id":"W3160465836","doi":"10.31234/osf.io/czkhx","title":"Infants use disambiguation to learn new voices","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Multisensory perception and integration","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Task (project management); Cognitive psychology; Face (sociological concept); Word learning; Developmental psychology; Linguistics","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":["insufficient_payload"],"category_scores_codex":[0.00008058675,0.0002330132,0.0002432489,0.0001364433,0.00004190356,0.0001958694,0.0002091729,0.0003483134,0.04398584],"category_scores_gemma":[0.000212767,0.0002127337,0.0001145891,0.0001065894,0.00001651907,0.0001217644,0.0001700214,0.0004735046,0.01956926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000585288,"about_ca_system_score_gemma":0.00005728785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006736157,"about_ca_topic_score_gemma":0.001452516,"domain_scores_codex":[0.9985008,0.0001386159,0.0003511782,0.0006194729,0.0002095348,0.0001803538],"domain_scores_gemma":[0.9990081,0.00004888832,0.0001160393,0.0004871282,0.00008100958,0.0002588361],"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":[0.0002406261,0.0001054705,0.004369974,0.00002697008,0.0001069332,0.000005687335,0.01865509,0.0004005379,0.004443783,0.005783463,0.7813236,0.1845378],"study_design_scores_gemma":[0.0006462156,0.0001640182,0.5802332,0.00008640511,0.00005886564,0.00000330088,0.001227714,0.002536013,0.0002299616,0.001270581,0.4128529,0.0006908677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6581743,0.00003801379,0.1140375,0.01937243,0.006870062,0.001778745,0.00009549158,0.0008928033,0.1987407],"genre_scores_gemma":[0.7091395,0.00002567426,0.008321906,0.008530289,0.001118842,0.00007410864,0.0004920682,0.00005426618,0.2722433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5758632,"threshold_uncertainty_score":0.999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2254402249866357,"score_gpt":0.429090656695723,"score_spread":0.2036504317090873,"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."}}