{"id":"W2954509191","doi":"10.1044/2019_jslhr-l-18-0230","title":"<i>Ratunku!</i> or Just <i>Tunku!</i> Evidence for the Reliability and Concurrent Validity of the Language Use Inventory–Polish","year":2019,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Language Development and Disorders","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychology; Gesture; Concurrent validity; Vocabulary; Language development; Developmental psychology; Vocabulary development; Adaptation (eye); Polish; Internal consistency; Psychometrics; 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":[],"consensus_categories":[],"category_scores_codex":[0.004496535,0.00013594,0.0003036257,0.0001214851,0.0001975248,0.0001351507,0.0004425029,0.000109443,0.0003032361],"category_scores_gemma":[0.002144967,0.00006852938,0.0001224969,0.0003032891,0.0003138534,0.0002335223,0.0002779945,0.0006997758,0.000005861801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005194641,"about_ca_system_score_gemma":0.0002005847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112173,"about_ca_topic_score_gemma":0.0002749883,"domain_scores_codex":[0.9979097,0.0003719768,0.0004461897,0.000243819,0.0006299058,0.000398456],"domain_scores_gemma":[0.9960734,0.002757801,0.0002247119,0.0004643513,0.0003586708,0.00012108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002852567,0.0004656043,0.7038649,0.001428887,0.0003452908,0.000204461,0.1279774,0.000009329118,0.02083801,0.001123801,0.03556101,0.1053288],"study_design_scores_gemma":[0.01014791,0.002515222,0.7021925,0.002608267,0.0003657822,0.0007221979,0.2201554,0.0002533685,0.01959791,0.0005208763,0.04007141,0.0008492201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899175,0.007064085,0.00001790695,0.001363561,0.0005694158,0.0006793064,0.00001382248,0.000007411518,0.0003670605],"genre_scores_gemma":[0.9945157,0.0005342355,0.0001792843,0.0002250357,0.0002719011,0.0000118434,0.000001148699,0.00001790858,0.004243005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1044796,"threshold_uncertainty_score":0.3320222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2795417282242207,"score_gpt":0.4690328686224359,"score_spread":0.1894911403982152,"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."}}