{"id":"W6942330735","doi":"10.14288/1.0215188","title":"[Bookplate for University of British Columbia Library]","year":2006,"lang":"en","type":"other","venue":"Open Collections","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Feature (linguistics); Columbia university; 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":[{"model":"gemma","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002135139,0.001093488,0.001000873,0.003099138,0.002905007,0.004513393,0.001606483,0.001079158,0.8229374],"category_scores_gemma":[0.001106565,0.0006753153,0.0004476138,0.005827557,0.000475482,0.002187047,0.001377299,0.001719799,0.7304958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337216,"about_ca_system_score_gemma":0.004519908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1749161,"about_ca_topic_score_gemma":0.4667634,"domain_scores_codex":[0.9997972,0.000009251527,0.000009941905,0.00003196503,0.000117589,0.000034153],"domain_scores_gemma":[0.9990728,0.00006178002,0.00002246138,0.00008207095,0.0005492471,0.0002114944],"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":[0.000009643536,0.000007794039,0.00002949721,0.00007127702,5.385323e-7,0.00001755253,0.00002513548,0.00002431618,0.000101107,0.0006719109,0.963617,0.03542419],"study_design_scores_gemma":[0.000002004924,0.000001968855,0.0003329819,0.00006174997,7.161167e-7,0.00001844749,0.00003565905,0.00001540819,0.00004126711,0.0001757277,0.9993089,0.000005228258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001827999,0.001335464,0.0004935218,0.0005935963,0.0007940279,0.0001116541,0.01224672,0.002030239,0.9822121],"genre_scores_gemma":[0.000373819,0.0006200954,0.0003758518,0.0001199171,0.00004823631,0.00002461199,0.002618611,0.0004380001,0.9953809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8250839,"threshold_uncertainty_score":0.3477959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008196804215816821,"score_gpt":0.1721388552108427,"score_spread":0.1639420509950259,"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."}}