{"id":"W7065157298","doi":"","title":"Detail, Angel and Children from Right Lancet of The James and Mary Brydson Memorial Window","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Domain Adaptation and Few-Shot Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Window (computing); Metis; Biography; Narrative","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":[0.0004807889,0.0004566007,0.0002767863,0.0004007396,0.002898719,0.001865454,0.0003991571,0.0008922627,0.4571984],"category_scores_gemma":[0.001558667,0.0003811727,0.000234026,0.0002564843,0.0003791479,0.00143183,0.002182283,0.001962681,0.1343322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008277675,"about_ca_system_score_gemma":0.002228649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009606911,"about_ca_topic_score_gemma":0.06386916,"domain_scores_codex":[0.9998122,0.00002317017,0.000006349421,0.00004503533,0.00005070083,0.0000626231],"domain_scores_gemma":[0.9987864,0.00004829833,0.00002544238,0.00003307598,0.0002067444,0.000900106],"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":[0.00003728657,0.0000141859,0.0002505304,0.00001885171,8.67841e-7,0.000139742,0.0002656455,0.000007705738,0.0002685734,0.0009971524,0.9818609,0.01613856],"study_design_scores_gemma":[0.000006326442,0.00002217646,0.001294576,0.00006179946,0.000002518809,0.0002842355,0.001318722,0.000009651732,0.0001406459,0.0003836985,0.9964712,0.000004599228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01095589,0.007733194,0.002341367,0.1323176,0.02654875,0.0002601049,0.004434741,0.001502313,0.8139061],"genre_scores_gemma":[0.01342119,0.001945036,0.0008717728,0.003705784,0.0005860623,0.00005238067,0.0004008033,0.0002367068,0.9787802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4571984,"threshold_uncertainty_score":0.7742406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04396619135551127,"score_gpt":0.2587902489390625,"score_spread":0.2148240575835512,"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."}}