{"id":"W2045593565","doi":"10.1080/14662040903375067","title":"Diversity in the Canadian Forces: Lessons from Afghanistan","year":2009,"lang":"en","type":"article","venue":"Commonwealth and Comparative Politics","topic":"Anthropology: Ethics, History, Culture","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Diversity (politics); Unit (ring theory); Infantry; Military organization; Political science; Geography; Law; Psychology; History","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004269206,0.000109132,0.0002041897,0.00005425016,0.005999839,0.00005385175,0.0004080357,0.0001565277,0.00005410396],"category_scores_gemma":[0.00006485776,0.00009147718,0.00002967396,0.000145081,0.001458351,0.00008899793,0.00005397237,0.0004522994,0.00001188175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879812,"about_ca_system_score_gemma":0.0006883587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7993927,"about_ca_topic_score_gemma":0.9832612,"domain_scores_codex":[0.9984083,0.000556007,0.0001392336,0.0001760733,0.0002251278,0.0004952163],"domain_scores_gemma":[0.9990823,0.0002623444,0.00006589355,0.0001692752,0.0000799898,0.0003401505],"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":[0.000003334771,0.00002262168,0.01499612,0.000001475713,0.000003385002,0.000006176954,0.2208629,7.665309e-7,2.37579e-7,0.7589956,0.005051788,0.00005563069],"study_design_scores_gemma":[0.0003375231,0.0001099316,0.1924749,0.00002158652,0.00002160981,0.000001116089,0.231171,0.00003555143,0.000003545499,0.166879,0.4087015,0.0002427314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4498607,0.002081097,0.0000828916,0.116714,0.0003689913,0.0004761954,0.0001958523,0.00004763029,0.4301727],"genre_scores_gemma":[0.9904168,0.00007877756,0.00007112872,0.008783368,0.0001477747,0.000002525499,0.0000158709,0.000001937386,0.0004817914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5921167,"threshold_uncertainty_score":0.9952942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2429647778312566,"score_gpt":0.4283998956728789,"score_spread":0.1854351178416223,"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."}}