{"id":"W3014287398","doi":"10.1044/2019_lshss-19-00022","title":"Morphological Errors in Monolingual Spanish-Speaking Children With and Without Developmental Language Disorders","year":2020,"lang":"en","type":"article","venue":"Language Speech and Hearing Services in Schools","topic":"Language Development and Disorders","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Clitic; Linguistics; Psychology; Verb; Object (grammar); Set (abstract data type); Agreement; Logistic regression; Task (project management); Pronoun; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002236117,0.0003056432,0.0003673761,0.0001619702,0.00007814145,0.0001113391,0.0002303685,0.0001677799,0.000305303],"category_scores_gemma":[0.00002798995,0.000256166,0.00002511643,0.000380049,0.00006580303,0.0002253101,0.0002075665,0.0005601816,0.00003973766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000034958,"about_ca_system_score_gemma":0.00003226896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007102007,"about_ca_topic_score_gemma":0.0135557,"domain_scores_codex":[0.9981625,0.00007875233,0.0003432867,0.0006651864,0.0001994388,0.0005508154],"domain_scores_gemma":[0.9995282,0.00002632544,0.00008391904,0.0001563983,0.00001056409,0.0001946029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000195644,0.00005387357,0.899031,0.00004615831,0.00003945189,0.0002712774,0.07942898,0.000005493184,0.0006317727,0.00003258502,0.000006813262,0.02025699],"study_design_scores_gemma":[0.002807881,0.00009800062,0.9010224,0.0001087454,0.00001335132,0.0001510709,0.09502763,0.00006934338,0.0002080869,0.00003425755,0.00003989645,0.000419371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936044,0.001860244,0.00001915617,0.0003218077,0.00004371856,0.000460048,0.00000827499,0.0001194226,0.003562917],"genre_scores_gemma":[0.9908515,0.00005091547,0.007434358,0.001411048,0.00007252641,0.00002989032,0.00005003877,0.00003884836,0.00006087681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01983762,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327965240553132,"score_gpt":0.2814130822861011,"score_spread":0.2681334298805698,"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."}}