{"id":"W6961127545","doi":"10.14288/1.0214847","title":"[Bookplate by University of British Columbia]","year":2006,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White (mutation); Shield; Base (topology); Set (abstract data type)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003111319,0.001133263,0.0008145804,0.002777709,0.003121299,0.006123205,0.001422373,0.001203795,0.737237],"category_scores_gemma":[0.001733704,0.0007253623,0.0003534962,0.005914662,0.0005761209,0.002498108,0.001358519,0.002073667,0.6955152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003672427,"about_ca_system_score_gemma":0.007909709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.302201,"about_ca_topic_score_gemma":0.5356666,"domain_scores_codex":[0.9996331,0.00001869823,0.00002036506,0.00005392491,0.0002093054,0.00006464297],"domain_scores_gemma":[0.9987018,0.00007327242,0.00003170738,0.0001178706,0.0008114522,0.0002639421],"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":[0.000005255504,0.000004305291,0.00003239004,0.00003893505,4.996184e-7,0.00001352616,0.0000243623,0.00002036051,0.00005271278,0.0009993776,0.9767132,0.0220951],"study_design_scores_gemma":[9.213485e-7,7.619055e-7,0.0001997344,0.00003690668,4.169872e-7,0.00001481516,0.00002442926,0.0000110889,0.00002287034,0.0001157197,0.9995683,0.000004130679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000157635,0.001361777,0.0003947096,0.0007092577,0.0009421298,0.00006381328,0.01059835,0.001755812,0.9840165],"genre_scores_gemma":[0.0004947132,0.0006747321,0.0002988865,0.0001910966,0.00004558437,0.00002372286,0.003054547,0.0006043396,0.9946125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.737237,"threshold_uncertainty_score":0.600884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006866767004182745,"score_gpt":0.1953924873108581,"score_spread":0.1885257203066754,"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."}}