{"id":"W10885606","doi":"10.18584/iipj.2012.3.2.1","title":"Policing Aboriginal Protests and Confrontations: Some Policy Recommendations","year":2012,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mediation; Negotiation; Realm; Government (linguistics); Political science; Officer; Law; Order (exchange); Indigenous; Public administration; Criminology; Sociology; Public relations; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001039824,0.0001464941,0.0001383074,0.000823336,0.002226573,0.0005214019,0.0003366775,0.0001043933,0.0004277356],"category_scores_gemma":[0.000529518,0.0001486054,0.00007655434,0.0003261783,0.000208523,0.002271355,0.00003656712,0.0004331735,0.0001066543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008836142,"about_ca_system_score_gemma":0.001829352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2413792,"about_ca_topic_score_gemma":0.01021408,"domain_scores_codex":[0.9980741,0.00024846,0.0003713309,0.0001278907,0.0004621645,0.0007160836],"domain_scores_gemma":[0.9985061,0.0002817597,0.0003265647,0.0001056019,0.0002474032,0.000532613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001907792,0.0002460532,0.05830939,0.000005005241,0.0001471228,0.00000264668,0.4015686,0.00002374622,0.00036595,0.5116715,0.003009095,0.02463182],"study_design_scores_gemma":[0.0005728324,0.00006924482,0.155365,0.00006744779,0.00004060595,0.0007105771,0.009955352,0.00001822953,0.00003842452,0.01479508,0.8180113,0.0003558721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8166043,0.0001960129,0.0006044648,0.09631274,0.001842855,0.0004824346,0.0001335773,0.0001205318,0.08370306],"genre_scores_gemma":[0.9700301,0.003354359,0.001549551,0.003622651,0.01708818,0.00002637446,0.00001695923,0.00002273042,0.004289062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8150023,"threshold_uncertainty_score":0.9990724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05171846801522524,"score_gpt":0.4713673928191755,"score_spread":0.4196489248039503,"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."}}