{"id":"W6886072503","doi":"10.14288/1.0422713","title":"[Welcome arch]","year":2022,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arch; FLAGS register; Fence (mathematics); Arch bridge; Work (physics)","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":[0.0004743709,0.0009846499,0.0004769357,0.001757866,0.004687505,0.00705405,0.001315098,0.0017127,0.8152741],"category_scores_gemma":[0.002147359,0.0006730173,0.0004436871,0.002228261,0.000626771,0.005353991,0.00382069,0.003141914,0.7162483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159865,"about_ca_system_score_gemma":0.001646286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02835398,"about_ca_topic_score_gemma":0.09345737,"domain_scores_codex":[0.9996707,0.00003959613,0.00001136258,0.00004643472,0.0001493234,0.00008258226],"domain_scores_gemma":[0.9988856,0.0001112025,0.00002984529,0.0001691404,0.000525847,0.0002783051],"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":[0.00001090074,0.000003468845,0.00002040925,0.00002663927,3.948636e-7,0.00002929811,0.0001155727,0.000007302321,0.0000531914,0.001018728,0.9925861,0.006128058],"study_design_scores_gemma":[0.00000185655,0.000001529897,0.00008306292,0.00001545011,3.160087e-7,0.00002118695,0.00008185051,0.000004495103,0.00002380376,0.0001006705,0.9996625,0.000003236642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002074429,0.0001893056,0.0002952047,0.0006530475,0.001220531,0.00004734522,0.006581115,0.001374275,0.9894317],"genre_scores_gemma":[0.001065443,0.0001398734,0.0002250194,0.0004941825,0.0003372547,0.00003643434,0.003599284,0.001783578,0.9923189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8152741,"threshold_uncertainty_score":0.2634889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331102243780517,"score_gpt":0.3028702805253454,"score_spread":0.2695592580875403,"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."}}