{"id":"W6904743940","doi":"10.14288/1.0215170","title":"[Bookplate for University of British Columbia and Michael B. Kunze]","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; Columbia university; Field (mathematics)","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":[0.0003708585,0.001281798,0.0009689494,0.003657771,0.003514102,0.004636489,0.002115804,0.00137321,0.6819952],"category_scores_gemma":[0.00187127,0.0008868403,0.0004228248,0.005544312,0.0007198142,0.002948717,0.001532178,0.002178334,0.5774426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003224036,"about_ca_system_score_gemma":0.006287212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3207228,"about_ca_topic_score_gemma":0.6413093,"domain_scores_codex":[0.9996446,0.00001826918,0.00001767445,0.00004695894,0.0002220913,0.00005034415],"domain_scores_gemma":[0.9985278,0.00009721334,0.00003657033,0.0001372427,0.0009607587,0.0002405239],"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":[0.000005845238,0.000004665852,0.00002339425,0.0000398783,4.341425e-7,0.00001286725,0.0000337314,0.00001858777,0.00006428791,0.001100166,0.9677349,0.03096121],"study_design_scores_gemma":[0.000001203402,0.000001249878,0.0002467264,0.00004726925,6.067889e-7,0.0000194826,0.00003460028,0.00001501655,0.00003774561,0.0002226875,0.9993685,0.000004942999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00021438,0.003388546,0.001503438,0.001972318,0.001318448,0.0001270811,0.008879833,0.003413897,0.979182],"genre_scores_gemma":[0.0005321776,0.001149634,0.0006886738,0.0001994705,0.00007444447,0.00002812026,0.001908449,0.0007729415,0.9946461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3207228,"threshold_uncertainty_score":0.6377119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000365195770493,"score_gpt":0.2111972823342569,"score_spread":0.201193630376552,"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."}}