{"id":"W2294834457","doi":"","title":"Working in Policing","year":2011,"lang":"en","type":"book","venue":"Sunderland Repository (University of Sunderland)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Engineering; Prison; History; Criminology; Sociology; Archaeology","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":[0.00170175,0.001498041,0.0009230693,0.001551285,0.009725233,0.01191798,0.001264287,0.002762489,0.04099995],"category_scores_gemma":[0.002783084,0.0007298649,0.0003923729,0.004103075,0.006089409,0.008038552,0.004455407,0.004000808,0.0169236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005859175,"about_ca_system_score_gemma":0.01095834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0164497,"about_ca_topic_score_gemma":0.03881802,"domain_scores_codex":[0.998629,0.0004776283,0.00007019627,0.0001729029,0.0003847201,0.0002654974],"domain_scores_gemma":[0.9990037,0.0003274907,0.00005950924,0.00008187602,0.0002298014,0.0002975848],"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":[0.000007156911,0.000065361,0.0002670625,0.0002347754,0.000003427115,0.0001413128,0.04159017,0.00009775758,0.0001230886,0.1169257,0.6840923,0.1564518],"study_design_scores_gemma":[0.000001205807,0.000004883877,0.0001858222,0.0002437456,8.799823e-7,0.0000605704,0.009144995,0.00001149841,0.00002096954,0.006997169,0.9833246,0.000003511182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001605054,0.03468367,0.001260221,0.01706286,0.005697581,0.0001043876,0.0001069567,0.0001428751,0.9393365],"genre_scores_gemma":[0.01529402,0.03028182,0.001868909,0.005916668,0.001015157,0.0002178857,0.0001423364,0.0002739214,0.9449893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04099995,"threshold_uncertainty_score":0.1371585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05839881327711018,"score_gpt":0.2704029512213009,"score_spread":0.2120041379441908,"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."}}