{"id":"W1970490657","doi":"10.1080/13614560410001728137","title":"Usable adaptive hypermedia systems","year":2004,"lang":"en","type":"article","venue":"New Review of Hypermedia and Multimedia","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"USable; Computer science; Adaptive hypermedia; Hypermedia; World Wide Web; Multimedia; Software engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001919645,0.0008270669,0.0004848292,0.0009038562,0.0005797722,0.004835301,0.001663493,0.002114211,0.01287485],"category_scores_gemma":[0.007359496,0.0004391841,0.0004813049,0.0008125744,0.001158295,0.003957741,0.003032414,0.001097495,0.004613926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210169,"about_ca_system_score_gemma":0.0005383449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005399272,"about_ca_topic_score_gemma":0.0005333165,"domain_scores_codex":[0.9982526,0.0007041214,0.000111822,0.0002305062,0.0006088293,0.0000921555],"domain_scores_gemma":[0.9978757,0.0009801935,0.00008116176,0.0005781198,0.0004043939,0.00008040154],"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":[0.0001575531,0.0001082014,0.001408788,0.001308959,0.0001627377,0.0004254985,0.002597572,0.00809533,0.01880068,0.2360147,0.02957839,0.7013416],"study_design_scores_gemma":[0.0001061584,0.0003582141,0.002116696,0.0007571804,0.0001661231,0.001004987,0.001094978,0.04309128,0.01434591,0.2161821,0.7206367,0.0001395241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01568567,0.008687043,0.8675581,0.002169542,0.000553384,0.0005360646,0.0004424353,0.008860243,0.09550745],"genre_scores_gemma":[0.4325857,0.01552308,0.4330639,0.002030076,0.000734188,0.001678937,0.001537474,0.001298412,0.1115482],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01287485,"threshold_uncertainty_score":0.04307061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591546968435257,"score_gpt":0.2549713416375848,"score_spread":0.2290558719532322,"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."}}