{"id":"W2267408729","doi":"10.33871/23179937.2014.2.1.446","title":"The Collaborative Role of the Technician in ...sofferte onde serene...","year":2014,"lang":"en","type":"article","venue":"Revista Vórtex","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Musical; Context (archaeology); Electronic music; Scope (computer science); Period (music); Soundscape; Sound (geography); Visual arts; Musical composition; Linguistics; History; Art; Acoustics; Computer science; Aesthetics; Philosophy; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004605132,0.00009255708,0.000177879,0.00003659788,0.0002600826,0.0000509624,0.001182169,0.00006504039,0.000001834552],"category_scores_gemma":[0.0001975856,0.00004892904,0.0000463467,0.000704811,0.000221779,0.00006046317,0.0003643768,0.0001698207,0.000008238119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002623439,"about_ca_system_score_gemma":0.00004966357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000169973,"about_ca_topic_score_gemma":0.0002353984,"domain_scores_codex":[0.9991339,0.0001536314,0.0002042355,0.0001848961,0.0001426437,0.0001807142],"domain_scores_gemma":[0.9988084,0.0002009016,0.0001167449,0.0007931262,0.00006646336,0.00001438176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003028248,0.00001985495,0.00429648,0.000008712254,0.00001230703,3.7672e-7,0.0008230247,0.000004114798,0.0005380922,0.9577412,0.001212285,0.0353405],"study_design_scores_gemma":[0.0004463427,0.0001363035,0.1187674,0.000170505,0.00001490714,0.00000592879,0.0008449742,0.003821046,0.003468738,0.1145227,0.7575023,0.0002989387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8183011,0.01410521,0.03345088,0.02854359,0.0009607565,0.001927179,0.00001482343,0.0005991581,0.1020972],"genre_scores_gemma":[0.9987972,0.00008977209,0.0005200235,0.0001873734,0.00001542795,0.00002067103,1.25376e-7,0.000003582216,0.0003658329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8432185,"threshold_uncertainty_score":0.2196783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004029897651522865,"score_gpt":0.2076907263059484,"score_spread":0.2036608286544255,"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."}}