{"id":"W7061194970","doi":"","title":"Police Support Volunteer Survey Results – Avon and Somerset","year":2021,"lang":"en","type":"other","venue":"NECTAR - Northampton Electronic Collection of Thesis and Research (University of Northampton)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Data collection; Key (lock); Quarter (Canadian coin)","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":[],"consensus_categories":[],"category_scores_codex":[0.01093656,0.0002805756,0.0003562375,0.003729702,0.00139472,0.00274979,0.0009751878,0.000727586,0.01459647],"category_scores_gemma":[0.05969419,0.0002988447,0.0002202526,0.005329032,0.000552751,0.001821858,0.003459431,0.001178476,0.004029474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002387327,"about_ca_system_score_gemma":0.004654487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04253592,"about_ca_topic_score_gemma":0.05359185,"domain_scores_codex":[0.9878603,0.004015338,0.0009575175,0.0006141252,0.005161559,0.0013913],"domain_scores_gemma":[0.9641663,0.008838473,0.005666591,0.002462579,0.01620395,0.002662306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007624095,0.0002488457,0.272812,0.001654465,0.0001024136,0.0004873726,0.0376024,0.0003998754,0.0004846891,0.008172521,0.4996718,0.1776011],"study_design_scores_gemma":[0.0000289307,0.0002671387,0.5617973,0.001895508,0.00003264974,0.000342895,0.06232623,0.0002738074,0.0005203215,0.001001268,0.3714423,0.00007169614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5027151,0.005429247,0.002496395,0.0328763,0.002506602,0.001461144,0.09700928,0.000288982,0.355217],"genre_scores_gemma":[0.7904847,0.004650423,0.001827475,0.006197898,0.0006083436,0.002858346,0.05524856,0.0003466839,0.1377775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04253592,"threshold_uncertainty_score":0.08457667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03063957077504617,"score_gpt":0.2943438110869877,"score_spread":0.2637042403119415,"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."}}