{"id":"W7005139178","doi":"","title":"Police Support Volunteer Survey Results – North Wales","year":2021,"lang":"en","type":"other","venue":"NECTAR - Northampton Electronic Collection of Thesis and Research (University of Northampton)","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Key (lock); Data collection; Quarter (Canadian coin); Survey research; Survey data collection; Commission","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"],"consensus_categories":[],"category_scores_codex":[0.0009646325,0.0003030476,0.0005318476,0.0005802235,0.0003109541,0.00001189332,0.0003690105,0.0006043664,0.0005576627],"category_scores_gemma":[0.0001036175,0.0003354202,0.0002093626,0.0008091435,0.000539343,0.000008768552,0.000322195,0.0003908056,0.00000615789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009907474,"about_ca_system_score_gemma":0.001071435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01883985,"about_ca_topic_score_gemma":0.3219525,"domain_scores_codex":[0.9973243,0.0005396912,0.0003059161,0.0007737361,0.0004628481,0.0005934765],"domain_scores_gemma":[0.9984313,0.0001070166,0.0003693987,0.0005058558,0.0004475722,0.0001388433],"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":[0.005609781,0.001054663,0.3557419,0.0006833785,0.003693909,0.00001924394,0.001679718,0.00004898446,0.02832054,0.00007808172,0.5835876,0.01948218],"study_design_scores_gemma":[0.001720991,0.001663704,0.3471067,0.000116715,0.00007460427,0.00003504477,0.0004131011,0.00003163175,0.006875524,0.00001399232,0.6413725,0.0005755018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615315,0.001693658,0.00007384139,0.000166265,0.0001517014,0.0006322208,0.0005112846,0.00002875348,0.03521084],"genre_scores_gemma":[0.5737067,0.008360454,0.0001658526,0.00001228283,0.0001238316,0.000003024469,0.003765738,0.00009320956,0.4137689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3878247,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165501800226226,"score_gpt":0.2665665860449865,"score_spread":0.2449115680427242,"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."}}