{"id":"W7051819799","doi":"","title":"Police Support Volunteer Survey Results – West Midlands","year":2021,"lang":"en","type":"other","venue":"NECTAR - Northampton Electronic Collection of Thesis and Research (University of Northampton)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Data collection; Quarter (Canadian coin); Survey research; Key (lock)","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":[0.003429071,0.0002132774,0.0002488327,0.002024692,0.0006983581,0.001565528,0.0004909568,0.0004686523,0.01151199],"category_scores_gemma":[0.01300477,0.0002744227,0.0001457098,0.003788515,0.0002388656,0.0009803361,0.001410289,0.000586371,0.004060475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110182,"about_ca_system_score_gemma":0.002602248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08974258,"about_ca_topic_score_gemma":0.1355215,"domain_scores_codex":[0.9970029,0.001059148,0.0002862549,0.000181335,0.0009401793,0.0005301792],"domain_scores_gemma":[0.9943101,0.001224364,0.001076608,0.0003347278,0.002520526,0.0005336076],"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":[0.0005583891,0.0003725609,0.2967067,0.002030903,0.00009341197,0.0009064064,0.02944675,0.000364026,0.0007288443,0.002872829,0.496202,0.1697171],"study_design_scores_gemma":[0.00003588722,0.000194531,0.7105393,0.00141655,0.0000249861,0.0003637695,0.04639494,0.0001535401,0.0003237701,0.0003391645,0.2401811,0.00003253308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6486357,0.005172567,0.00147795,0.01533265,0.0007497264,0.0009127704,0.1505363,0.0001456953,0.1770367],"genre_scores_gemma":[0.7675458,0.008494376,0.002283497,0.005560523,0.0003396947,0.002837661,0.1062022,0.0001876014,0.1065485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08974258,"threshold_uncertainty_score":0.1784405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239962598650251,"score_gpt":0.248944986241829,"score_spread":0.2265453602553265,"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."}}