{"id":"W4241812398","doi":"10.32920/ryerson.14638746.v1","title":"Is your library website enough?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020846,0.0004230402,0.0008347406,0.002369557,0.004644115,0.02837333,0.0009988534,0.00540857,0.3034408],"category_scores_gemma":[0.01379958,0.0003591228,0.0004457053,0.005939518,0.00219458,0.02119666,0.00330325,0.002589717,0.2594936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001884931,"about_ca_system_score_gemma":0.003861105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00592089,"about_ca_topic_score_gemma":0.01152448,"domain_scores_codex":[0.9973885,0.0005240949,0.0001794298,0.0002961712,0.00116448,0.0004473144],"domain_scores_gemma":[0.9892395,0.001294155,0.0008279497,0.001091984,0.00289226,0.004654216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001872786,0.00004343851,0.001507826,0.00015154,0.000005738646,0.00009355432,0.0003638997,0.00001059154,0.00009042129,0.01138261,0.9202244,0.06610738],"study_design_scores_gemma":[0.000003457055,0.000006835001,0.001336059,0.0001772076,0.000004913531,0.0001110588,0.001076379,0.00001703868,0.00008255825,0.001482298,0.995688,0.00001422488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004016514,0.009458308,0.001287749,0.2042258,0.00952876,0.00006669926,0.002666492,0.003160127,0.7655896],"genre_scores_gemma":[0.05736856,0.01484578,0.001888142,0.05204295,0.005159933,0.0001449274,0.00430688,0.002182525,0.8620602],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9716266,"threshold_uncertainty_score":0.9935572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485052293259411,"score_gpt":0.2351489478291668,"score_spread":0.2102984248965727,"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."}}