{"id":"W3096935301","doi":"10.1044/2020_lshss-20-00043","title":"Clausal Density Between Ages 4 and 9 Years for the Edmonton Narrative Norms Instrument: Reference Data and Psychometric Properties","year":2020,"lang":"en","type":"article","venue":"Language Speech and Hearing Services in Schools","topic":"Language Development and Disorders","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Narrative; Reliability (semiconductor); Psychology; Mean length of utterance; Concurrent validity; Criterion validity; Syntax; Developmental psychology; Psychometrics; Language development; Linguistics; Natural language processing; Computer science; Construct validity; Internal consistency; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002806693,0.0001475883,0.0002164089,0.00008278184,0.000129249,0.0001628534,0.0002903665,0.00009779456,0.00003961443],"category_scores_gemma":[0.00006041463,0.0001021063,0.00001067946,0.0002474675,0.00005642871,0.0002576962,0.0003211847,0.0002704207,0.000006466056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008616898,"about_ca_system_score_gemma":0.00001360615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123336,"about_ca_topic_score_gemma":0.002061485,"domain_scores_codex":[0.9989548,0.00004435681,0.0001881263,0.000443512,0.0001203976,0.0002487618],"domain_scores_gemma":[0.9994388,0.00009514632,0.00006004774,0.0002836707,0.00001963274,0.0001027613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002227496,0.0000212665,0.713868,0.0002376682,0.00009775625,0.0000227033,0.146859,2.058705e-7,0.0004009747,0.00006403992,0.000175472,0.1380302],"study_design_scores_gemma":[0.001176309,0.00009649084,0.9095662,0.00006889545,0.00002950819,0.000007383991,0.08808565,0.0000717617,0.00009647555,0.0001191833,0.0004947171,0.0001874816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912316,0.006706487,0.00001898492,0.00114543,0.00005857597,0.0004785295,0.00003976055,0.00003691185,0.000283721],"genre_scores_gemma":[0.9975435,0.0002854021,0.001024819,0.0008136685,0.000117649,0.00002397926,0.00007471536,0.00001409646,0.0001021867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1956982,"threshold_uncertainty_score":0.4163775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08136667384102148,"score_gpt":0.3314618509787553,"score_spread":0.2500951771377338,"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."}}