{"id":"W6904810661","doi":"10.14288/1.0349419","title":"Sawing Red Band Shingles at Vancouver, B.C.","year":2016,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shingles; Band 3; C band; V band","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":[0.0003543801,0.0007466972,0.000360512,0.001817434,0.008404159,0.003164843,0.0008598325,0.0008831178,0.3199158],"category_scores_gemma":[0.000711471,0.0005158264,0.0002430017,0.001923896,0.0008716933,0.0007207824,0.001528648,0.001766712,0.1176144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004436187,"about_ca_system_score_gemma":0.006808457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6283019,"about_ca_topic_score_gemma":0.9538305,"domain_scores_codex":[0.9995415,0.00001228755,0.000005848123,0.0000609714,0.0002883274,0.00009110515],"domain_scores_gemma":[0.9991823,0.00002803811,0.00001925429,0.00005776291,0.0004887209,0.0002239267],"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":[0.00009494709,0.00003716395,0.001647362,0.0001229554,0.000005316131,0.0004496974,0.001062054,0.00009797467,0.002811277,0.001364503,0.9176474,0.07465941],"study_design_scores_gemma":[0.000007096993,0.00001248208,0.007879077,0.00009945932,0.000002867942,0.00009458652,0.001366911,0.00002949667,0.0006735884,0.0001655243,0.9896583,0.00001068009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00528097,0.0005741558,0.0006193752,0.0006468895,0.0003481096,0.0001309463,0.005467316,0.0006608994,0.9862713],"genre_scores_gemma":[0.007458637,0.0002894192,0.0005643777,0.00006501776,0.00002201754,0.00001207406,0.001401885,0.0002776199,0.9899091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3716981,"threshold_uncertainty_score":0.9700575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173688212771416,"score_gpt":0.2772613597358545,"score_spread":0.2555244776081403,"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."}}