{"id":"W2950860875","doi":"10.1101/070961","title":"Prevalence of Congenital Amusia","year":2016,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; International Laboratory for Brain, Music and Sound Research","funders":"Canadian Institutes of Health Research","keywords":"Audiology; Psychology; Medicine; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006136313,0.0001817569,0.000235322,0.002139488,0.0002351598,0.0005383752,0.0002709236,0.0004260957,0.004948824],"category_scores_gemma":[0.002727442,0.0001068873,0.0001532652,0.0004393679,0.0003749866,0.0003272715,0.0005424362,0.0002613774,0.0005427276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001752775,"about_ca_system_score_gemma":0.0001671388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002611873,"about_ca_topic_score_gemma":0.001849164,"domain_scores_codex":[0.999167,0.0002284221,0.00009462392,0.0002199449,0.0002034365,0.00008668767],"domain_scores_gemma":[0.9983637,0.0004917659,0.0004947183,0.0001166731,0.0002998153,0.0002333258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004638836,0.00002767166,0.9949386,0.00001272773,0.00002367115,0.0001287154,0.0001551265,0.00002449253,0.00176994,0.00007407955,0.0002038798,0.00259459],"study_design_scores_gemma":[0.000002220705,0.00006922011,0.9975096,0.000005468651,0.00001049453,0.001280547,0.0002221057,0.0001203957,0.0004587471,0.00004629176,0.0002686854,0.000006099755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964716,0.0001754754,0.0003194671,0.00004337878,0.000005758689,0.00001522397,0.001039874,0.00002435804,0.001904876],"genre_scores_gemma":[0.9991647,0.00004660984,0.0001714434,0.000008024359,0.000004683407,0.000007126077,0.0003041645,0.000002899459,0.0002903729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004948824,"threshold_uncertainty_score":0.01655549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349621158643907,"score_gpt":0.2553412225386925,"score_spread":0.2318450109522535,"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."}}