{"id":"W3117463054","doi":"10.5204/mcj.2357","title":"The Affect of Selection in Digital Sound Art","year":2005,"lang":"en","type":"article","venue":"M/C Journal","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Selection (genetic algorithm); Sound (geography); Computer science; Acoustics; Artificial intelligence; Communication; Psychology; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001557573,0.00004258106,0.00006952581,0.00002606963,0.0003065114,0.0004166956,0.00006384148,0.00001072123,0.0009167991],"category_scores_gemma":[0.00005139035,0.00002320356,0.000044965,0.00001883036,0.0001217467,0.0001853412,0.00002195957,0.0001239784,0.0001103573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004012118,"about_ca_system_score_gemma":0.000007062397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003437023,"about_ca_topic_score_gemma":0.0005044378,"domain_scores_codex":[0.9996098,0.0000137051,0.0001198424,0.00003710989,0.0001048739,0.0001146912],"domain_scores_gemma":[0.9997829,0.00007897122,0.00005763026,0.00001851829,0.00004577158,0.00001619372],"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":[0.0002772853,0.0006853734,0.04386162,0.00001378874,0.0002717223,0.00002724919,0.02789211,0.0004214883,0.000137002,0.5273634,0.2462272,0.1528217],"study_design_scores_gemma":[0.000216506,0.0001627107,0.005659782,0.000008025057,0.000005457161,0.00001271557,0.001517747,0.00002594551,0.000008907899,0.005861125,0.9864753,0.00004573917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8005595,0.0001418555,0.000007829796,0.0006547893,0.0001982156,0.00003799131,0.000001872237,0.000007911071,0.1983901],"genre_scores_gemma":[0.9920813,0.00001995914,0.000006565589,0.00007119327,0.0005607272,0.000001162362,1.582881e-7,0.000002364963,0.007256569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7402481,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06729944868396359,"score_gpt":0.2313894250640474,"score_spread":0.1640899763800838,"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."}}