{"id":"W1866316447","doi":"10.19173/irrodl.v4i1.116","title":"Internet Audio Products (Update)","year":2003,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Université de Montréal; Université Laval; Université du Québec à Montréal","funders":"","keywords":"Computer science; The Internet; Distance education; Software; Server; Multimedia; Reliability (semiconductor); Teleconference; World Wide Web; Videoconferencing; Echo (communications protocol); Telecommunications; Computer security; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009737436,0.0008668355,0.000532012,0.004153722,0.0006733269,0.003263172,0.001143702,0.001458626,0.3531736],"category_scores_gemma":[0.00400999,0.0003358155,0.0004555707,0.002503776,0.0002305584,0.002678693,0.0009315774,0.00139529,0.2428458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006062932,"about_ca_system_score_gemma":0.001003382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003135084,"about_ca_topic_score_gemma":0.005146626,"domain_scores_codex":[0.9988264,0.00006660105,0.00006521068,0.0001039485,0.0008572509,0.00008041837],"domain_scores_gemma":[0.995051,0.0005063751,0.0002363044,0.0003462016,0.003456428,0.0004036633],"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":[0.00006819009,0.0001161148,0.0002350886,0.0003403712,0.000005028935,0.00008042146,0.00006052506,0.00003573456,0.0009999373,0.0009546734,0.6137112,0.3833927],"study_design_scores_gemma":[0.00001065582,0.00004550835,0.0009751821,0.0000764744,0.000006965474,0.0001378494,0.00003305134,0.00003911678,0.0002968389,0.0001396644,0.9982328,0.000005780752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004620647,0.0185907,0.0037027,0.005267725,0.01727153,0.000556114,0.01171535,0.007502271,0.9307728],"genre_scores_gemma":[0.006958767,0.009031012,0.003772764,0.001795546,0.003963096,0.0001576081,0.00834796,0.0006195009,0.9653538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3531736,"threshold_uncertainty_score":0.9226194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053913868444118,"score_gpt":0.518635933033795,"score_spread":0.3132445461893831,"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."}}