{"id":"W7015619424","doi":"","title":"Throw Out Those Paper Bookplates! The Digital Bookplate Program at The University of Western Ontario","year":2010,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Web site; Set (abstract data type); Digital library; Graphics; Web page","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":[0.001093273,0.0007960363,0.0005095471,0.00205502,0.003489536,0.006346282,0.0009624565,0.001248594,0.4880791],"category_scores_gemma":[0.007896044,0.0005907693,0.0006779326,0.002241118,0.001246509,0.003788383,0.002092097,0.001537466,0.2943226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272572,"about_ca_system_score_gemma":0.002798854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01704949,"about_ca_topic_score_gemma":0.04982256,"domain_scores_codex":[0.9991081,0.00006884728,0.00004856426,0.00007677321,0.0005989339,0.00009860545],"domain_scores_gemma":[0.9954752,0.0005710029,0.0002104374,0.0009574737,0.001938974,0.0008469058],"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":[0.00002235527,0.00002347562,0.0003209317,0.00007757872,0.000003189299,0.0001153338,0.0003271532,0.00001604772,0.0004693155,0.002323661,0.9288812,0.06741989],"study_design_scores_gemma":[0.000003802974,0.00000881649,0.0005263972,0.00004460084,0.000002002429,0.00008073798,0.0002768737,0.00001457666,0.0002521004,0.0005857383,0.9981989,0.000005422422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.006467941,0.004652035,0.01093648,0.01661237,0.02049006,0.0004926992,0.003570669,0.008040836,0.9287369],"genre_scores_gemma":[0.005329026,0.001473686,0.004254112,0.0017305,0.0007742744,0.00005137367,0.001167868,0.001935877,0.9832833],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9936537,"threshold_uncertainty_score":0.7301931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05689468094308259,"score_gpt":0.2611675011783003,"score_spread":0.2042728202352178,"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."}}