{"id":"W7033202305","doi":"","title":"Paul Martin - May 18","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001249646,0.0003252171,0.0004237608,0.00008321812,0.0001326737,0.0003630151,0.0003352737,0.0002425073,0.9732234],"category_scores_gemma":[0.00002330625,0.0002951552,0.0001885529,0.000004212807,0.0001877644,8.586628e-7,0.0001312582,0.0002114532,0.02031003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001892491,"about_ca_system_score_gemma":0.00003892307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005271956,"about_ca_topic_score_gemma":0.003688419,"domain_scores_codex":[0.9983633,0.00004627048,0.000764179,0.0001510283,0.000395064,0.0002802138],"domain_scores_gemma":[0.998589,0.00004756575,0.0007047623,0.0003705017,0.0001887383,0.00009945304],"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":[0.00002062208,0.00002548037,9.015224e-7,0.0008406205,0.00007542573,0.000007237379,0.00144927,0.000009387647,2.00443e-8,0.003836801,0.9927692,0.0009650514],"study_design_scores_gemma":[0.000307033,0.00005995488,0.000001622311,0.0002927157,0.00003482746,0.00001464084,0.001516266,0.00001116495,0.000003259531,0.00002222225,0.9973898,0.0003465053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000888217,0.0006872418,9.997966e-8,0.0004494179,0.0007890517,0.0002522795,0.000328961,0.0002018189,0.9972823],"genre_scores_gemma":[0.0001115356,0.0002304783,0.0002299094,0.001501269,0.0006785131,0.00001520271,0.00103432,0.0001065844,0.9960922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9529134,"threshold_uncertainty_score":0.9999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375672217028425,"score_gpt":0.1836323637606156,"score_spread":0.1698756415903314,"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."}}