{"id":"W4403875415","doi":"10.2139/ssrn.5001497","title":"Syntax and Schizophrenia: A Meta-Analysis of Comprehension and Production","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Syntax; Comprehension; Schizophrenia (object-oriented programming); Production (economics); Computer science; Natural language processing; Programming language; Linguistics; Philosophy; Economics","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":[0.008751921,0.002897781,0.007510033,0.00272419,0.0009239351,0.003473063,0.001954123,0.002080993,0.003695626],"category_scores_gemma":[0.02351952,0.001641063,0.02294952,0.004293101,0.001234143,0.001911799,0.002119828,0.00180248,0.0004649174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009838752,"about_ca_system_score_gemma":0.001170624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0079692,"about_ca_topic_score_gemma":0.01229014,"domain_scores_codex":[0.9924424,0.003310023,0.001295637,0.002160972,0.0005346591,0.000256396],"domain_scores_gemma":[0.980271,0.0128444,0.003110209,0.002393824,0.0009132642,0.000467447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00570322,0.00003844975,0.05509985,0.009234432,0.9235429,0.0001788882,0.0002754409,0.0003777393,0.00112257,0.0001634073,0.000429322,0.003833796],"study_design_scores_gemma":[0.001200245,0.0003647866,0.07439739,0.001015148,0.9199859,0.0002220999,0.0001980523,0.0003499071,0.0003860282,0.0006816168,0.001135953,0.00006291312],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.458652,0.531677,0.003271419,0.0008243805,0.0006168569,0.000141061,0.003337535,0.0001921113,0.001287666],"genre_scores_gemma":[0.9731574,0.02311001,0.001444182,0.0003971839,0.000160171,0.00009046651,0.001145686,0.0001269689,0.0003678484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008751921,"threshold_uncertainty_score":0.04628509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512803673580137,"score_gpt":0.3048172776438058,"score_spread":0.2535369102857921,"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."}}