{"id":"W3166711889","doi":"10.3389/fpsyg.2021.611867","title":"Spontaneous Production Rates in Music and Speech","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fulbright Canada; National Science Foundation","keywords":"Melody; Psychology; Tapping; Speech production; Phrase; Cognitive psychology; Linguistics; Speech recognition; Communication; Musical; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001302487,0.0002109663,0.0002540844,0.0005487744,0.0001740156,0.0007486196,0.0002958598,0.0003432602,0.00156529],"category_scores_gemma":[0.01122673,0.0001961389,0.0001386151,0.0003202045,0.0003810058,0.0004583229,0.0006045299,0.0001977612,0.0003080413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335259,"about_ca_system_score_gemma":0.0001300383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004268008,"about_ca_topic_score_gemma":0.0004311393,"domain_scores_codex":[0.9986028,0.0003568566,0.0001528367,0.0004392649,0.0003709861,0.00007732226],"domain_scores_gemma":[0.9938203,0.003027137,0.001332189,0.0006881375,0.0007996309,0.0003326118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002067281,0.0001387647,0.30893,0.000508465,0.0002235651,0.0008503927,0.006718421,0.0008878869,0.5830076,0.001228308,0.0003666221,0.09507256],"study_design_scores_gemma":[0.00003465114,0.0007499423,0.952819,0.00003021266,0.0000516799,0.001849767,0.0007746,0.001761746,0.03989133,0.0005692578,0.001423593,0.00004420902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915429,0.0002464526,0.005609546,0.00001452058,0.00001303641,0.00003074147,0.0002153063,0.00005585806,0.002271551],"genre_scores_gemma":[0.9959342,0.00008047848,0.002822133,0.00001271824,0.00001353086,0.00005449223,0.0003210778,0.00004181703,0.0007194624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00156529,"threshold_uncertainty_score":0.00688827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03734964373513405,"score_gpt":0.3156679606727884,"score_spread":0.2783183169376543,"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."}}