{"id":"W6964042607","doi":"10.23641/asha.9630590.v1","title":"Psychometric properties of PGU (Guo et al., 2019)","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Narrative; Narrative review; Criterion validity; Concurrent validity; Correlation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006139006,0.0003111662,0.0003251921,0.001485062,0.0004682794,0.0009801727,0.0005587922,0.0005711129,0.003673018],"category_scores_gemma":[0.03448124,0.0002625515,0.0007386671,0.001064213,0.0006693968,0.001395631,0.001331168,0.0007988609,0.0009185615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509646,"about_ca_system_score_gemma":0.00072272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962705,"about_ca_topic_score_gemma":0.003533374,"domain_scores_codex":[0.9974567,0.0008315932,0.0003921711,0.00027696,0.0009281783,0.0001143399],"domain_scores_gemma":[0.9822865,0.008374422,0.003561333,0.001519561,0.003553518,0.0007045976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507322,0.0001277547,0.9030036,0.000115142,0.0001402154,0.00006030325,0.00175165,0.0004790894,0.0004170574,0.0009188788,0.003298821,0.08953685],"study_design_scores_gemma":[0.00001722248,0.0004027176,0.9890137,0.00008808187,0.00004571925,0.0002777497,0.001229138,0.001145566,0.0006709084,0.001154722,0.005925212,0.00002931307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701771,0.0006123496,0.004866864,0.0005097077,0.0001237559,0.000459304,0.003051291,0.0001807509,0.02001887],"genre_scores_gemma":[0.9872688,0.0002920611,0.008137839,0.0001589909,0.00002579608,0.0006987929,0.001735179,0.00004070573,0.001641856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006139006,"threshold_uncertainty_score":0.03246659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152185023420712,"score_gpt":0.3036445746755718,"score_spread":0.2521227244413647,"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."}}