{"id":"W6923759259","doi":"10.14288/1.0214839","title":"[Bookplate by University of British Columbia]","year":2006,"lang":"en","type":"other","venue":"Open Collections","topic":"Political Science Research and Education","field":"Social Sciences","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":["insufficient_payload"],"category_scores_codex":[0.0002881234,0.001079037,0.0007519406,0.002623833,0.003189078,0.005463514,0.0012969,0.001281007,0.674572],"category_scores_gemma":[0.001848276,0.0006602974,0.0003161504,0.005985948,0.0005752761,0.002268069,0.001135629,0.001996918,0.5909674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004461254,"about_ca_system_score_gemma":0.008940633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3597659,"about_ca_topic_score_gemma":0.5859147,"domain_scores_codex":[0.9996386,0.0000195617,0.00002105524,0.00005343652,0.0002039525,0.00006344533],"domain_scores_gemma":[0.9986552,0.00008049627,0.00003658703,0.0001126562,0.0008585107,0.0002566521],"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":[0.000004576856,0.000003292319,0.00003563934,0.00003793242,4.567732e-7,0.00001245373,0.00002161233,0.00001891257,0.00004404083,0.001052667,0.9769359,0.02183251],"study_design_scores_gemma":[8.132807e-7,7.207287e-7,0.0002336003,0.00003884975,3.774576e-7,0.00001279256,0.00002566703,0.0000100882,0.0000193063,0.0001303694,0.9995239,0.000003592804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000205292,0.002584988,0.000349547,0.001490559,0.001696814,0.00007059639,0.01237944,0.001329837,0.979893],"genre_scores_gemma":[0.0006311127,0.001077873,0.0002781258,0.0003118103,0.00007186228,0.00002739224,0.00310131,0.0003807319,0.9941199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3597659,"threshold_uncertainty_score":0.7153437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718984876669858,"score_gpt":0.3011253105433144,"score_spread":0.2839354617766158,"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."}}