{"id":"W6980495077","doi":"","title":"Change Agents & Boundary Spanners:Influencing & Implementing Good Relations Policing in Northern Ireland","year":2011,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Northern ireland; Boundary (topology); Relation (database); Industrial relations; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008749089,0.0002349825,0.0003363496,0.001050237,0.01237883,0.006991198,0.001652584,0.001818594,0.008111409],"category_scores_gemma":[0.02146436,0.0006078401,0.0002403659,0.001083068,0.006368713,0.003454756,0.005894787,0.004107562,0.0008848078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02124967,"about_ca_system_score_gemma":0.03376509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2152703,"about_ca_topic_score_gemma":0.3570732,"domain_scores_codex":[0.9857328,0.00707901,0.0006014309,0.0006624759,0.001880493,0.004043799],"domain_scores_gemma":[0.9800943,0.005143008,0.003663969,0.0008264494,0.002538044,0.007734243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002399498,0.0003458819,0.08540183,0.0003383512,0.0000167971,0.0007172272,0.8538036,0.0002199574,0.001186157,0.00466244,0.00626116,0.04680648],"study_design_scores_gemma":[0.00001327296,0.0001820394,0.07037679,0.0001913214,0.000009461611,0.0001025541,0.8988947,0.0001140568,0.0002604522,0.000414813,0.02941097,0.00002956478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580089,0.0002536744,0.000340002,0.006628217,0.00006484803,0.0001541612,0.00004695101,0.00002702224,0.03447627],"genre_scores_gemma":[0.9922739,0.0001281233,0.0003425723,0.000593789,0.00001025599,0.00005472513,0.00002139895,0.00001407614,0.00656115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2152703,"threshold_uncertainty_score":0.4280347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146129422192521,"score_gpt":0.3878101194762225,"score_spread":0.2416806972837016,"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."}}