{"id":"W1558781681","doi":"","title":"Investigating the Effects of Header Display Formats on Reading Webpages","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Header; Relevance (law); Comprehension; Computer science; Set (abstract data type); Paragraph; Reading (process); World Wide Web; Web page; Function (biology); Information retrieval; Human–computer interaction; Multimedia; Linguistics","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":[0.0004572614,0.0002807293,0.00031121,0.0002615083,0.0003578155,0.00009464881,0.0006378246,0.0001778113,0.00002873698],"category_scores_gemma":[0.0003766648,0.0002272433,0.0001162489,0.0004342381,0.0002609003,0.0005316859,0.0001885984,0.0007071122,0.0003634034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004046425,"about_ca_system_score_gemma":0.00002685518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000537698,"about_ca_topic_score_gemma":0.0000699343,"domain_scores_codex":[0.9978596,0.0007151416,0.0002347619,0.0004344239,0.0003051791,0.0004508883],"domain_scores_gemma":[0.9978979,0.001104483,0.0002916933,0.0004277412,0.0001263581,0.0001518114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007909242,0.0001165723,0.9861842,0.0002720367,0.0001080411,0.00003395254,0.003494167,0.000007589733,0.001783754,0.002725677,0.000004001711,0.005190958],"study_design_scores_gemma":[0.001089636,0.0006668064,0.9840902,0.0007931389,0.0001063744,0.00002014756,0.001053706,5.525696e-7,0.009286141,0.0003661663,0.00222154,0.0003055731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953831,0.00006786603,0.0005369335,0.0003109744,0.0004268489,0.0002498001,0.000005058635,0.0001232928,0.002896128],"genre_scores_gemma":[0.9918831,0.000009061724,0.000010354,0.001174487,0.0001234395,0.000003709309,0.000008448548,0.00003782241,0.006749584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007502387,"threshold_uncertainty_score":0.9266713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08014605250732038,"score_gpt":0.355280997127853,"score_spread":0.2751349446205327,"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."}}