{"id":"W2895356663","doi":"10.1111/desc.12724","title":"What Do North American Babies Hear? A large‐scale cross‐corpus analysis","year":2018,"lang":"en","type":"article","venue":"Developmental Science","topic":"Language Development and Disorders","field":"Psychology","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"NIH Office of the Director; Directorate for Social, Behavioral and Economic Sciences; Social Sciences and Humanities Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Institutes of Health; National Science Foundation","keywords":"Psychology; Developmental psychology; Scale (ratio)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005755324,0.000223894,0.0002686536,0.0005025315,0.0007762129,0.0006072629,0.0007421075,0.00003690791,0.002923151],"category_scores_gemma":[0.00004697207,0.0001929004,0.00008846944,0.006332021,0.002177279,0.0008992244,0.0003115374,0.000107494,0.001677126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647876,"about_ca_system_score_gemma":0.0002555153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003720487,"about_ca_topic_score_gemma":0.006870717,"domain_scores_codex":[0.9972692,0.00004163702,0.0003178468,0.000817696,0.0006385182,0.0009150908],"domain_scores_gemma":[0.999079,0.00003531987,0.0001299537,0.0003379579,0.0001586111,0.0002591141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003531402,0.00009896557,0.9274418,0.00000155316,0.00009914462,0.00001696699,0.04062414,9.364396e-7,0.0001348046,0.0001254196,0.0006917013,0.03072919],"study_design_scores_gemma":[0.0003201891,0.00005376517,0.9654067,0.000005370609,0.00002711466,0.00001252818,0.02280478,0.00002279696,0.0005153863,0.00002587583,0.01046189,0.0003436669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981159,0.0001454937,0.0002811251,0.0001364292,0.001130867,0.0001560509,0.00001097411,0.0001099304,0.01687009],"genre_scores_gemma":[0.9914492,0.00003097143,0.004392251,0.001228857,0.00006948992,0.00003604049,0.00002923873,0.00001369367,0.002750228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03796477,"threshold_uncertainty_score":0.9991002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087900094966559,"score_gpt":0.3151310797987357,"score_spread":0.3042520788490701,"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."}}