{"id":"W1600333753","doi":"","title":"Audio on the Web: Enhance On-line Instruction with Digital Audio","year":2001,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Digital audio; Multimedia; Line (geometry); World Wide Web; Speech recognition; Audio signal; Speech coding; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002215799,0.0004387614,0.0002557844,0.0005645313,0.0002622338,0.001124045,0.0006603162,0.0006571956,0.0301265],"category_scores_gemma":[0.001638464,0.0001058165,0.0002454102,0.0002670371,0.00009652654,0.0009579906,0.001143824,0.0003741843,0.005468463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008727566,"about_ca_system_score_gemma":0.0002676484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00067258,"about_ca_topic_score_gemma":0.001580722,"domain_scores_codex":[0.9998401,0.00003703308,0.000006604994,0.00002122166,0.00006258378,0.00003239594],"domain_scores_gemma":[0.9993334,0.0003806841,0.0000301017,0.00004362742,0.00009060482,0.0001214471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0014818,0.005082718,0.001854257,0.0005110812,0.0000417703,0.0003890668,0.0008910326,0.0006131659,0.03493416,0.0004885924,0.01963472,0.9340776],"study_design_scores_gemma":[0.007199351,0.01661989,0.1651573,0.001922143,0.00278866,0.006624622,0.01311287,0.07333907,0.269774,0.01455087,0.4284514,0.0004598096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6630674,0.001214688,0.1238361,0.00177133,0.000903099,0.001636972,0.001120963,0.02011817,0.1863313],"genre_scores_gemma":[0.76218,0.001423798,0.1393784,0.001400831,0.0005935458,0.001159348,0.001115581,0.001561472,0.09118699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0301265,"threshold_uncertainty_score":0.1007831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784844587574592,"score_gpt":0.3184370632757944,"score_spread":0.2905886174000485,"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."}}