{"id":"W7046142313","doi":"","title":"Culturally Appropriate Web User Interface Design Study: Research Methodology and Results","year":2010,"lang":"en","type":"other","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"User interface; User interface design; Design methods; Web design; Web application; User modeling; The Internet; Interface design","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04990397,0.001028001,0.001758743,0.002417554,0.004055008,0.004649495,0.002055785,0.001827752,0.02302749],"category_scores_gemma":[0.1783324,0.001140172,0.0008894175,0.001921902,0.00224958,0.002819434,0.003658987,0.002231976,0.005672194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003629771,"about_ca_system_score_gemma":0.01371854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002943143,"about_ca_topic_score_gemma":0.005912629,"domain_scores_codex":[0.9478914,0.03491965,0.004205163,0.002747913,0.00861375,0.001622084],"domain_scores_gemma":[0.8494307,0.06976746,0.004981938,0.01244313,0.05996034,0.003416513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009709743,0.06332628,0.08860367,0.008328231,0.0003604785,0.00119659,0.282895,0.001403371,0.01360626,0.01462877,0.02163072,0.494311],"study_design_scores_gemma":[0.01401745,0.05026397,0.2931204,0.00756001,0.001519104,0.001088756,0.3595017,0.006466622,0.0617024,0.01782021,0.186309,0.0006303163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7669198,0.000345422,0.02440535,0.0007576284,0.0004711516,0.1404844,0.001475562,0.0003324755,0.06480828],"genre_scores_gemma":[0.6664441,0.000512834,0.06674856,0.001190465,0.0001799207,0.2278488,0.0006959761,0.0004942921,0.03588502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04990397,"threshold_uncertainty_score":0.2639206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148455807627256,"score_gpt":0.3932521070430326,"score_spread":0.2784065262803069,"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."}}