{"id":"W2747424408","doi":"10.1097/aud.0000000000000485","title":"Factorial Validity and Measurement Invariance of the Test of Preschool Early Literacy-Phonological Awareness Test Among Deaf and Hard-of-Hearing Children and Hearing Children","year":2017,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Language Development and Disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"Institute of Education Sciences; Georgia State University","keywords":"Phonological awareness; Psychology; Test (biology); Developmental psychology; Audiology; Socioeconomic status; Literacy; Hearing loss; Medicine; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0004809249,0.0001731963,0.0003433911,0.00005525487,0.0003357057,0.0001269482,0.000198507,0.0001383678,0.0000212102],"category_scores_gemma":[0.0006118181,0.0001321615,0.00003870925,0.0000485162,0.0003114863,0.0002246533,0.0004344284,0.0002391566,5.698459e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001073132,"about_ca_system_score_gemma":0.00003405215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00587632,"about_ca_topic_score_gemma":0.0001617837,"domain_scores_codex":[0.9988045,0.00006286346,0.0003104716,0.0003644103,0.0002184413,0.0002393306],"domain_scores_gemma":[0.9990886,0.0001494391,0.0002272697,0.0003773065,0.00006828613,0.0000891045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004136836,0.00006212741,0.9912666,0.00004483741,0.0000532335,0.000001070352,0.002833884,5.585298e-7,0.003196581,0.00004683121,0.00001351788,0.002439357],"study_design_scores_gemma":[0.001232006,0.0001007254,0.9959839,0.0001865058,0.00003752593,0.0000122517,0.00006816947,0.00001199811,0.00204234,0.0001692157,0.000005509084,0.0001498812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983844,0.0006313333,0.00003139094,0.00004610377,0.0001850335,0.0003421803,0.00002041286,0.00001525303,0.0003438618],"genre_scores_gemma":[0.9994558,0.00007439701,0.0002987068,0.0000101572,0.00009559844,0.00000665879,0.000001987799,0.00001398531,0.00004269334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005714536,"threshold_uncertainty_score":0.8883277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05598395353643355,"score_gpt":0.2955759943683846,"score_spread":0.2395920408319511,"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."}}