{"id":"W4414420291","doi":"10.1038/s41562-025-02310-6","title":"How to design your academic website","year":2025,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Window (computing); Website design; Web page; The Internet; Web design; Column (typography)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004053868,0.0005106842,0.0004764051,0.001818659,0.001334901,0.01005548,0.001069364,0.003114227,0.1007257],"category_scores_gemma":[0.02544955,0.0007111894,0.0007697733,0.001152557,0.0006972094,0.006793103,0.001948602,0.002291196,0.1236126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006620378,"about_ca_system_score_gemma":0.002489506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064227,"about_ca_topic_score_gemma":0.001913635,"domain_scores_codex":[0.9972594,0.0007272807,0.0001574955,0.0001831678,0.001454086,0.0002186152],"domain_scores_gemma":[0.9824018,0.002670421,0.0006958877,0.00286088,0.007595232,0.003775832],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000931327,0.0004997508,0.003252063,0.0003413346,0.0000348516,0.0001856009,0.0006423308,0.0006357265,0.003781389,0.01130133,0.5592844,0.4199481],"study_design_scores_gemma":[0.00008641712,0.000225317,0.003350711,0.0002212139,0.00004615317,0.0004307793,0.001258768,0.002507861,0.005073214,0.01681915,0.9698846,0.00009575195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03115913,0.001732085,0.3164117,0.04879756,0.007617908,0.003595349,0.003292818,0.06306553,0.524328],"genre_scores_gemma":[0.1205037,0.002089198,0.400078,0.01022009,0.00330406,0.001586211,0.003956228,0.01606517,0.4421973],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9959461,"threshold_uncertainty_score":0.3369609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106455413002472,"score_gpt":0.3345017727023628,"score_spread":0.293437218572338,"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."}}