{"id":"W2069934800","doi":"10.1371/journal.pone.0084375","title":"Pathway Evidence of How Musical Perception Predicts Word-Level Reading Ability in Children with Reading Difficulties","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Melody; Reading (process); Perception; Cognitive psychology; Psychology; Auditory perception; Word (group theory); Musical; Linguistics","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":[0.0005555896,0.0005582402,0.0002574157,0.0007209507,0.0001624045,0.0005593282,0.0003801832,0.0004545955,0.003071076],"category_scores_gemma":[0.004697271,0.0002306116,0.0002919159,0.0003920153,0.0005839953,0.0004441981,0.0005289624,0.0004615289,0.0004145046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283616,"about_ca_system_score_gemma":0.0003696358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022099,"about_ca_topic_score_gemma":0.01023903,"domain_scores_codex":[0.9997618,0.00004511731,0.00002810185,0.00007280582,0.00005831585,0.00003393443],"domain_scores_gemma":[0.9976713,0.0007625952,0.0009410582,0.0001315808,0.000243553,0.0002497928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028389,0.00003460409,0.9957321,0.00001560569,0.00003543839,0.0001549491,0.0002093977,0.00006725531,0.001546029,0.00002013048,0.00005262313,0.002028944],"study_design_scores_gemma":[0.000003230132,0.00004721484,0.9992029,0.000003846387,0.00001219041,0.0002077471,0.0001223196,0.0001242541,0.0002182078,0.00002463981,0.00003191801,0.000001595718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995213,0.00006036106,0.00007554328,0.00002376182,0.000001162748,0.000001796833,0.0001139766,0.000004249388,0.0001977435],"genre_scores_gemma":[0.9994274,0.00004592135,0.0001439888,0.000006065345,0.000001467438,0.000003793523,0.0001871369,0.000002478028,0.0001818072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022099,"threshold_uncertainty_score":0.02032298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102368595229811,"score_gpt":0.2541286027422877,"score_spread":0.1517600075124767,"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."}}