{"id":"W2124878517","doi":"10.19173/irrodl.v12i2.964","title":"Online videoconferencing products: Update","year":2011,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Videoconferencing; Distance education; Computer science; Teleconference; Software; Multimedia; Online video; Online learning; World Wide Web; Psychology; Mathematics education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00461523,0.00007642976,0.0001854634,0.0001174906,0.0001086007,0.0001461229,0.002215693,0.00002175936,0.00006325467],"category_scores_gemma":[0.002451311,0.00005139022,0.00002709004,0.0006656084,0.0001050228,0.0003255171,0.001480037,0.0006429068,0.00001636871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000037237,"about_ca_system_score_gemma":0.0001907027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003648363,"about_ca_topic_score_gemma":0.0000140284,"domain_scores_codex":[0.9983086,0.0004217504,0.0003210066,0.0002573547,0.0004827743,0.0002085127],"domain_scores_gemma":[0.9987709,0.0002641526,0.0001321358,0.0003050617,0.000477155,0.00005061153],"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":[0.00009501462,0.001083009,0.06771486,0.003409715,0.0001695953,0.0001183073,0.00139146,0.0002075768,0.0002489114,0.5796796,0.006124672,0.3397573],"study_design_scores_gemma":[0.003135361,0.000874611,0.08698568,0.05982515,0.00004998072,0.0002054355,0.005670608,0.2117335,0.001500278,0.1060422,0.5229126,0.001064509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2184445,0.08784076,0.05719469,0.5552716,0.0009694816,0.004285376,0.0001879282,0.0003070703,0.0754986],"genre_scores_gemma":[0.9682944,0.02498426,0.005833812,0.0003506885,0.00005655026,0.00001572369,0.00008467566,0.00000647457,0.0003733439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.74985,"threshold_uncertainty_score":0.4117345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1551414171879319,"score_gpt":0.4337828145352579,"score_spread":0.278641397347326,"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."}}