{"id":"W6921362416","doi":"10.71910/supsi.3952","title":"Ear training per cantare intonati: tecnologia come supporto pedagogico al canto","year":2022,"lang":"it","type":"other","venue":"SUPSI ARIS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Canto; Context (archaeology); Training (meteorology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001791325,0.002659349,0.003025831,0.002359294,0.001181568,0.0004171724,0.003127106,0.001702133,0.7649197],"category_scores_gemma":[0.0007799158,0.002840916,0.001027261,0.001711523,0.001208127,0.0003385098,0.002069081,0.005349374,0.04886504],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004159869,"about_ca_system_score_gemma":0.004240788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03777651,"about_ca_topic_score_gemma":0.03746751,"domain_scores_codex":[0.9867756,0.001320108,0.001846961,0.00345873,0.002983118,0.003615483],"domain_scores_gemma":[0.993679,0.0004968719,0.001507232,0.002947398,0.0003416011,0.001027829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002484813,0.0004781102,0.06198777,0.000278267,0.001730875,0.002664618,0.03082954,0.0000748637,0.001157016,0.0006141296,0.8952246,0.004711724],"study_design_scores_gemma":[0.001904441,0.0007079748,0.008205354,0.0002069147,0.0006938522,0.0005752258,0.04852397,0.00007358548,0.00004218272,0.000093574,0.9358537,0.00311928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05104676,0.006946625,0.00001955014,0.003592945,0.006269821,0.004479431,0.03766294,0.002699947,0.887282],"genre_scores_gemma":[0.1367874,0.0006358366,0.001755447,0.003206237,0.001605164,0.000807787,0.01149503,0.006250285,0.8374568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7160546,"threshold_uncertainty_score":0.999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05159591420552056,"score_gpt":0.3062081830231815,"score_spread":0.2546122688176609,"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."}}