{"id":"W1505556890","doi":"","title":"Usability Engineering of Multimedia Support System for Students with Deafness in Thailand","year":2008,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Dalhousie University","funders":"","keywords":"Usability; Multimedia; Computer science; Human–computer interaction","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":[0.0002435338,0.0001367354,0.0002671503,0.000501902,0.00004951643,0.000006289002,0.0003152261,0.0001262669,0.0001205124],"category_scores_gemma":[0.0001594404,0.0001220819,0.00001784102,0.0004017052,0.0002485249,0.00004690218,0.00004504497,0.0002283809,0.00001250687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000581031,"about_ca_system_score_gemma":0.0002032538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003719463,"about_ca_topic_score_gemma":0.0001857468,"domain_scores_codex":[0.9989741,0.00003506993,0.0002990278,0.0002713459,0.0001810822,0.0002393882],"domain_scores_gemma":[0.9986972,0.0006293049,0.0001024233,0.0003656661,0.0001328741,0.00007252255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001022267,0.0005655862,0.903964,0.00007430811,0.00003520658,0.000004108262,0.002543959,0.000001576265,0.0001722819,0.09096269,0.0001734503,0.001400602],"study_design_scores_gemma":[0.001863081,0.0003237733,0.9882199,0.0001926585,0.00001851429,0.00004272082,0.0004640714,0.0001690944,0.0006562075,0.007701361,0.0001399377,0.0002087503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800271,0.0000888085,0.00008677225,0.017884,0.0006371626,0.0005158639,0.00001361543,0.00006597858,0.0006807082],"genre_scores_gemma":[0.997808,0.00002208761,0.001090164,0.00001688279,0.00007400099,0.000637778,0.00004545099,0.00001213356,0.0002934583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08425583,"threshold_uncertainty_score":0.4978355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04363958579940067,"score_gpt":0.3251850189099135,"score_spread":0.2815454331105128,"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."}}