{"id":"W4402761581","doi":"10.18061/ijrc.v8i3.9742","title":"Gender and Rural Policing: Lack of Opportunities for Male Police Constables in Rural Police Departments in Trinidad and Tobago","year":2024,"lang":"en","type":"article","venue":"International Journal of Rural Criminology","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Criminology; Political science; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004257704,0.00009417903,0.0002200964,0.000536124,0.00005519118,0.00008160705,0.0001876767,0.00009148755,0.00006138334],"category_scores_gemma":[0.00009414982,0.00008643266,0.00005687183,0.00007103683,0.0003199617,0.0005209845,0.00005352882,0.0001650399,0.000001086187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105356,"about_ca_system_score_gemma":0.0002705788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1090953,"about_ca_topic_score_gemma":0.02659911,"domain_scores_codex":[0.9989269,0.0001306185,0.0004357365,0.0000645979,0.0002022624,0.0002399124],"domain_scores_gemma":[0.9990309,0.0004905852,0.0001808186,0.00004020065,0.0001563736,0.0001010992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001016228,0.0003065159,0.2939942,0.0001792805,0.0005213842,0.00008038373,0.3407153,0.00007501011,0.005562835,0.296266,0.005295365,0.05598755],"study_design_scores_gemma":[0.003781142,0.0006032501,0.340891,0.0006352361,0.0001798164,0.001917265,0.6066357,0.0004072791,0.0002616531,0.01190106,0.03233025,0.0004562647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887674,0.0003441178,0.00001827385,0.007115681,0.0005086798,0.00009769949,0.00005241286,0.000008100328,0.003087601],"genre_scores_gemma":[0.9958972,0.002826757,0.000145684,0.0005161012,0.0002991992,0.000004416196,0.000004751611,0.000007018773,0.0002989165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843649,"threshold_uncertainty_score":0.9911629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3184424702311629,"score_gpt":0.4543599210210822,"score_spread":0.1359174507899193,"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."}}