{"id":"W7115817349","doi":"","title":"Investigating Speech Perception and Individual Variation in Cognitive-Behavioural Traits","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mismatch negativity; Categorical perception; Variation (astronomy); Categorization; Perception; Vowel; Oddball paradigm; Neurotypical; Electroencephalography; Speech perception","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":[0.0003740243,0.0002732826,0.0001674407,0.0005484777,0.000188629,0.0004243022,0.0001370562,0.0004146445,0.001115714],"category_scores_gemma":[0.001785118,0.0001293393,0.0001629869,0.0002391833,0.0002780333,0.0001939485,0.0003502631,0.0002768871,0.0001761108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221587,"about_ca_system_score_gemma":0.00008607802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007395078,"about_ca_topic_score_gemma":0.00133593,"domain_scores_codex":[0.9996921,0.00005596523,0.00002902286,0.0001154233,0.00007471882,0.00003276036],"domain_scores_gemma":[0.9989352,0.0003419756,0.0004111016,0.00008649251,0.0001007359,0.0001245429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006726821,0.0004539951,0.9047049,0.00005335269,0.0001186974,0.0002797732,0.001853705,0.0001437704,0.07886744,0.00008081325,0.0000745113,0.01269636],"study_design_scores_gemma":[0.000003282629,0.000254353,0.998194,0.00000139849,0.000006493944,0.0001631098,0.0001814862,0.0001173502,0.001004965,0.00002692792,0.00004308617,0.000003566834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997198,0.00002038342,0.0001175025,0.00000352893,7.684035e-7,0.000004764517,0.00002561659,0.000001480865,0.0001062367],"genre_scores_gemma":[0.9994387,0.0000170146,0.0003013708,0.00001104672,0.000001863141,0.00001412313,0.00005776401,0.000001576142,0.0001565485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001115714,"threshold_uncertainty_score":0.003732443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05667542619936089,"score_gpt":0.2780353704026639,"score_spread":0.221359944203303,"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."}}