{"id":"W2996020793","doi":"10.33178/scenario.13.2.12","title":"The Seven Point Circle and the Twelve Principles: An evidence-based approach to Italian Lyric Diction Instruction","year":2019,"lang":"en","type":"article","venue":"Scenario A journal for performative teaching learning research","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Diction; Opera; Pronunciation; Point (geometry); Applied linguistics; Linguistics; Pedagogy; Psychology; Mathematics education; Sociology; Literature; Poetry; Art; Philosophy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3301773,0.001325844,0.002876035,0.01820007,0.006412148,0.0163243,0.01004637,0.006058874,0.003752425],"category_scores_gemma":[0.43136,0.002410693,0.002412741,0.01393371,0.02041826,0.01226987,0.01604332,0.009892579,0.001034961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01736878,"about_ca_system_score_gemma":0.06674407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116698,"about_ca_topic_score_gemma":0.03006334,"domain_scores_codex":[0.5977789,0.2975023,0.0403543,0.01013758,0.05251363,0.001713372],"domain_scores_gemma":[0.4578817,0.4204941,0.03229051,0.02306889,0.06141505,0.004849763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006987697,0.001999434,0.01469621,0.09691136,0.001027329,0.0002803899,0.05820269,0.0009604649,0.0007583641,0.07075758,0.009378664,0.7443287],"study_design_scores_gemma":[0.001894349,0.007336223,0.03656973,0.5778674,0.003136739,0.0007996979,0.121909,0.002946387,0.002966763,0.05747323,0.1865572,0.0005431402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1470408,0.3430573,0.1853453,0.1361756,0.008963984,0.07719703,0.001518151,0.0005237719,0.100178],"genre_scores_gemma":[0.3783823,0.09997114,0.4709664,0.01286044,0.0004010158,0.03493773,0.0005347744,0.0001190609,0.001827222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3301773,"threshold_uncertainty_score":0.8260107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199039904407356,"score_gpt":0.4153393494614253,"score_spread":0.2954353590206896,"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."}}