{"id":"W4321499509","doi":"10.1177/14613557231156752","title":"Receptivity to research in policing: Results from a survey of Canadian police professionals","year":2023,"lang":"en","type":"article","venue":"International Journal of Police Science & Management","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Carleton University","funders":"","keywords":"Receptivity; Survey research; Psychology; Public relations; Applied psychology; Political science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01856725,0.00008533928,0.0001697945,0.006946387,0.0003935917,0.0001873698,0.001890186,0.00005167005,0.00009609249],"category_scores_gemma":[0.001301626,0.00008117414,0.00004983056,0.007827216,0.0004396325,0.0007158548,0.0003263455,0.0002978056,0.0001337966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009058174,"about_ca_system_score_gemma":0.001550999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969317,"about_ca_topic_score_gemma":0.9848232,"domain_scores_codex":[0.9953814,0.0006484301,0.000607656,0.000249445,0.002468733,0.000644377],"domain_scores_gemma":[0.9965659,0.0009315636,0.0003154644,0.0002200543,0.001473306,0.0004936817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006412083,0.0006247066,0.05201408,0.00001675234,0.0001764203,0.0000604761,0.7732537,0.003006372,0.004819771,0.03062264,0.08451752,0.0502464],"study_design_scores_gemma":[0.0003426024,0.00004226284,0.9410293,0.0002308342,0.000004384035,0.000001276455,0.02457832,0.00005427529,0.00009027753,0.0005651059,0.03296774,0.00009360252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911073,0.000001910463,0.000005010852,0.03296591,0.0009262666,0.0002098296,0.000212625,0.000009003489,0.05459648],"genre_scores_gemma":[0.996604,0.0002118468,0.0003567651,0.0007377358,0.0004028436,0.000005060128,0.000008427709,0.000006713245,0.001666651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8890153,"threshold_uncertainty_score":0.6435077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3159067778752349,"score_gpt":0.5446517592384216,"score_spread":0.2287449813631867,"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."}}