{"id":"W3211994997","doi":"10.21428/cb6ab371.6297e380","title":"Auxiliary Police Volunteer Experiences and Motivations to Volunteer in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Ontario Institute of Technology","funders":"","keywords":"Officer; Public relations; Variety (cybernetics); Service (business); Work (physics); Community policing; Quality (philosophy); Political science; Business; Engineering; Law; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00303323,0.0003415008,0.0006698438,0.001530028,0.02291425,0.005330203,0.001394229,0.000798135,0.004418551],"category_scores_gemma":[0.00950269,0.0004698546,0.0002831684,0.002472588,0.005470092,0.001185557,0.005923222,0.002148382,0.0002986905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02506782,"about_ca_system_score_gemma":0.06398246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9433236,"about_ca_topic_score_gemma":0.9761952,"domain_scores_codex":[0.9966946,0.0007442139,0.00007350747,0.0001858727,0.0006603312,0.001641466],"domain_scores_gemma":[0.9890639,0.00127496,0.0008500538,0.0002532015,0.002248312,0.006309504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002453549,0.000175613,0.07796498,0.0001131526,0.00001528092,0.001367294,0.8898609,0.00007732187,0.0006711428,0.001997771,0.01078208,0.01672908],"study_design_scores_gemma":[0.000008168533,0.00005488905,0.06065771,0.0001058443,0.000005603618,0.0001236052,0.9161863,0.0001038077,0.0000665484,0.0001299123,0.02252463,0.00003309919],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909263,0.0001900358,0.00008082799,0.001618091,0.00006069744,0.00006006362,0.0001267769,0.00001159635,0.0069257],"genre_scores_gemma":[0.9941678,0.000409076,0.0001003637,0.0003361205,0.00001255958,0.00003268633,0.0001009019,0.00001399879,0.004826538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05667639,"threshold_uncertainty_score":0.1818807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336883170385477,"score_gpt":0.2931314098760758,"score_spread":0.269762578172221,"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."}}