{"id":"W3014964056","doi":"10.1145/3263341","title":"Session details: Sound &amp; light","year":2014,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Session (web analytics); Sound (geography); Computer science; Acoustics; World Wide Web; 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":[0.0002419081,0.0001451697,0.0001511438,0.00024549,0.0006785903,0.00006142551,0.0008969218,0.000173856,0.00002197214],"category_scores_gemma":[0.00006082866,0.0001235112,0.0001109204,0.0006086901,0.0001092478,0.0002187325,0.00002355471,0.0003707709,0.0001112891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001324641,"about_ca_system_score_gemma":0.00001496947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007299,"about_ca_topic_score_gemma":0.0002497388,"domain_scores_codex":[0.9989949,0.00006704342,0.0001649867,0.0003377833,0.0001979395,0.0002373472],"domain_scores_gemma":[0.9984006,0.0002219023,0.00004565639,0.001217198,0.00005767355,0.0000569146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002919729,0.0006863974,0.001981423,0.00005150996,0.0002566636,0.000008052285,0.004250386,0.0001979021,0.0006132266,0.729964,0.005864227,0.256097],"study_design_scores_gemma":[0.0005292755,0.000199262,0.002346817,0.00003800447,0.00003947658,0.00002881408,0.00006768671,0.001312259,0.001096808,0.6993979,0.294502,0.0004416554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02289944,0.00007441833,0.9673586,0.007188214,0.0005856973,0.0000728617,0.000001366262,0.0005009552,0.001318376],"genre_scores_gemma":[0.9743688,0.000109084,0.023816,0.001254456,0.00002764186,0.00002714843,7.900135e-7,0.000008250848,0.0003878129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9514694,"threshold_uncertainty_score":0.5219237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622499859822049,"score_gpt":0.2596577902366393,"score_spread":0.2334327916384188,"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."}}