{"id":"W4256112611","doi":"10.15353/cjds.v2i4.106","title":"Slope : Audio","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Sound (geography); Digital audio; Human–computer interaction; Audio signal; Speech recognition; Acoustics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000264535,0.00008436468,0.0002242041,0.0000484049,0.0004181509,0.0001051995,0.0001519877,0.00001448257,0.008037452],"category_scores_gemma":[0.0005923714,0.00005789344,0.00008595337,0.0000277168,0.00201834,0.0002393368,0.00001676403,0.0001363779,0.0002124551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518289,"about_ca_system_score_gemma":0.0002434478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01019385,"about_ca_topic_score_gemma":0.1554365,"domain_scores_codex":[0.99919,0.00006441649,0.0002668584,0.00007810502,0.0001406356,0.0002599385],"domain_scores_gemma":[0.9986117,0.0001777259,0.0000728964,0.0001093587,0.0006921678,0.0003361581],"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":[0.00001358573,0.00008123829,0.1978904,0.0001168669,0.0006525995,0.00003770724,0.07431689,0.000003520276,0.0000074868,0.3335937,0.3534336,0.03985249],"study_design_scores_gemma":[0.000357668,0.0003906281,0.09555601,0.0001003194,0.0000600699,0.00001619636,0.4250037,0.000007026637,0.00002297626,0.03355084,0.4446836,0.0002509024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7143527,0.004845254,0.00001705961,0.01487757,0.0004059545,0.0002321106,0.00003206985,0.000008759207,0.2652285],"genre_scores_gemma":[0.9950085,0.00003973467,0.0000371731,0.0001296881,0.0004459007,0.000006523239,3.999658e-7,0.000005897753,0.004326178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3506868,"threshold_uncertainty_score":0.9963974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043845352679027,"score_gpt":0.3086413880330214,"score_spread":0.2042568527651187,"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."}}