{"id":"W4293248731","doi":"10.17771/pucrio.acad.59075","title":"STRUCTURAL DEFICIENCY IN SCHIZOPHRENIA: AN EXPLORATORY STUDY OF THE NOMINAL AND SENTENTIAL DOMAINS","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ovarian Cancer Canada","funders":"","keywords":"Subject pronoun; Linguistics; Grammar; Psychology; Schizophrenia (object-oriented programming); Subject (documents); Sentence; Null (SQL); Generative grammar; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006537947,0.0002224408,0.0002292648,0.001065229,0.0005548907,0.0004940044,0.0001423929,0.0002040399,0.001609898],"category_scores_gemma":[0.002295342,0.000175158,0.0001771075,0.0005870789,0.0005673178,0.0004828454,0.0007104896,0.0002887911,0.0001950151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003155954,"about_ca_system_score_gemma":0.0007675391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005485173,"about_ca_topic_score_gemma":0.007699996,"domain_scores_codex":[0.9997705,0.00007490569,0.00002457329,0.00003232508,0.00005247469,0.00004527624],"domain_scores_gemma":[0.9992181,0.00032551,0.000197675,0.00005963167,0.00008383725,0.0001151763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007238317,0.0007446449,0.7621122,0.0003649158,0.00005324196,0.005119443,0.1353793,0.0001092452,0.04742995,0.0013818,0.0001949424,0.04638651],"study_design_scores_gemma":[0.000009681246,0.0005138627,0.9326562,0.00005163368,0.00003156544,0.004720347,0.05715508,0.0001633214,0.002141416,0.0006420772,0.001900087,0.00001470851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994423,0.00007206266,0.00005810268,0.00001647103,4.445003e-7,0.000005125947,0.00003150933,6.300433e-7,0.0003733673],"genre_scores_gemma":[0.9989747,0.0001902082,0.0002868992,0.00001042188,0.000001213793,0.000009454541,0.00007329803,0.000001884331,0.0004518787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005485173,"threshold_uncertainty_score":0.01090652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494858746797029,"score_gpt":0.3000267746891391,"score_spread":0.2850781872211688,"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."}}