{"id":"W2954433943","doi":"","title":"The influence of expectations on usability and visual appeal in a web environment","year":2018,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Usability; Appeal; USable; Influencer marketing; Pluralistic walkthrough; Computer science; Web usability; World Wide Web; Focus (optics); Test (biology); Focus group; Psychology; Human–computer interaction; Marketing; Business; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003825617,0.0001566119,0.0003513184,0.002177404,0.0006156018,0.00002796822,0.001611884,0.0003739838,0.0001960392],"category_scores_gemma":[0.002812257,0.0001275419,0.00008453482,0.002684793,0.007794542,0.0002244784,0.001029946,0.0008632736,0.000110469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570261,"about_ca_system_score_gemma":0.0001864505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202184,"about_ca_topic_score_gemma":0.0005255087,"domain_scores_codex":[0.9967044,0.0003300031,0.0005190434,0.0006557907,0.001270828,0.0005199285],"domain_scores_gemma":[0.9970651,0.001040032,0.0002327093,0.0009919701,0.0005695763,0.0001006694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008163271,0.001235885,0.8468152,0.00001320923,0.00006615339,0.00006407838,0.002112363,0.00008169594,0.02935479,0.02433017,0.00231768,0.09279245],"study_design_scores_gemma":[0.002104877,0.002181177,0.8891084,0.0001035071,0.00001688488,0.00001486644,0.03944109,0.0008384294,0.008950269,0.03775114,0.01919942,0.0002900028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992507,0.0001526099,0.000078513,0.00600572,0.00002683189,0.000388188,0.00001308604,0.00006593128,0.0007620887],"genre_scores_gemma":[0.9986091,0.000225934,0.000517258,0.00000865471,0.00000914874,0.0000027859,6.989429e-7,0.000006732767,0.0006197222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09250245,"threshold_uncertainty_score":0.9949057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06783255539835543,"score_gpt":0.3845421894515239,"score_spread":0.3167096340531684,"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."}}