{"id":"W6942393573","doi":"10.14288/1.0214851","title":"[Bookplate by University of British Columbia]","year":2006,"lang":"en","type":"other","venue":"Open Collections","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Set (abstract data type); Field (mathematics); Period (music); Data set","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":[0.0003584512,0.00123516,0.0008912664,0.003461676,0.003227477,0.006564583,0.00160259,0.001515752,0.6847709],"category_scores_gemma":[0.002605383,0.0007270506,0.0004101021,0.007259784,0.0006923698,0.003014098,0.001439098,0.002195133,0.6436532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004696172,"about_ca_system_score_gemma":0.009349594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3388255,"about_ca_topic_score_gemma":0.5332949,"domain_scores_codex":[0.9994951,0.00002805039,0.00003074945,0.00007333216,0.0002958885,0.00007688568],"domain_scores_gemma":[0.9978366,0.0001309546,0.00005648863,0.0001803299,0.001436307,0.0003592823],"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":[0.00000367292,0.000002542091,0.00002316885,0.00003406422,3.729282e-7,0.000009950991,0.00001548699,0.00001730426,0.00003324189,0.0008986671,0.9827246,0.01623696],"study_design_scores_gemma":[8.134967e-7,6.034783e-7,0.0001587033,0.0000367492,3.509975e-7,0.00001188086,0.00002095784,0.00001069064,0.00002087902,0.0001413751,0.999593,0.000004003293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001591269,0.001938468,0.000566825,0.001987965,0.002650718,0.00009288472,0.01922384,0.002088321,0.9712919],"genre_scores_gemma":[0.0004863428,0.0008896287,0.0003843227,0.0003824848,0.0001105285,0.00003640069,0.004669795,0.0006677289,0.9923728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3388255,"threshold_uncertainty_score":0.6737067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007434187508933529,"score_gpt":0.2243050358908766,"score_spread":0.216870848381943,"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."}}