{"id":"W1906479096","doi":"10.18438/b8qw3c","title":"Mixed-Method Survey Research is Useful to Incrementally Improve Library Homepage Design","year":2015,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Interlibrary loan; Library science; Computer science; World Wide Web; Resource (disambiguation); Service (business); Library catalog; Order (exchange); Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.5045391,0.003721839,0.005290841,0.01541177,0.005401062,0.0107669,0.008822569,0.003341762,0.03468666],"category_scores_gemma":[0.6161711,0.00368071,0.004797835,0.01718222,0.00401521,0.01464594,0.01022953,0.00482621,0.01350576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008661439,"about_ca_system_score_gemma":0.02442015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005638058,"about_ca_topic_score_gemma":0.01298877,"domain_scores_codex":[0.3767416,0.5538912,0.02929217,0.009273984,0.02842921,0.002371907],"domain_scores_gemma":[0.2533348,0.5143404,0.02596194,0.07663634,0.1264406,0.003285974],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008778013,0.002109448,0.0116403,0.03373937,0.001723974,0.000329472,0.03781058,0.00170849,0.001387951,0.0423304,0.0870083,0.7793339],"study_design_scores_gemma":[0.003445837,0.005742114,0.01760845,0.06028668,0.002273794,0.0003671088,0.05344049,0.01112515,0.008095128,0.1338136,0.7029338,0.0008678578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0157174,0.006110001,0.7614405,0.01481893,0.00543184,0.1521848,0.006951329,0.003933419,0.03341192],"genre_scores_gemma":[0.03232191,0.001827779,0.76198,0.006709747,0.0004022498,0.1915203,0.001259392,0.0007108176,0.003267789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5045391,"threshold_uncertainty_score":0.6109915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1915623493788171,"score_gpt":0.4096587751491977,"score_spread":0.2180964257703806,"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."}}