{"id":"W2112152547","doi":"","title":"Lieutenant-Colonel Bill Bentley. Professional Ideology and the Profession of Arms in Canada. Toronto, ON: The Canadian Institute of Strategic Studies, 2005.","year":2005,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"Military and Defense Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ideology; Political science; Management; Public administration; Media studies; Law; Sociology; Economics; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001544663,0.001812536,0.001323645,0.005636882,0.008838712,0.003401917,0.00298773,0.004902932,0.03145366],"category_scores_gemma":[0.004627591,0.001166593,0.0004839803,0.01247169,0.002333793,0.003935615,0.001407363,0.005876488,0.00877197],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02824308,"about_ca_system_score_gemma":0.02777848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9566354,"about_ca_topic_score_gemma":0.9851422,"domain_scores_codex":[0.9988347,0.0001580587,0.00007597978,0.0001213487,0.0005779562,0.0002319615],"domain_scores_gemma":[0.9938689,0.001564068,0.0003397933,0.00007148764,0.003490766,0.0006650582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002095755,0.000008301035,0.0004527465,0.0001450967,0.000007002942,0.00008275751,0.000887658,0.00005402949,0.00002308252,0.002665484,0.9802718,0.01538111],"study_design_scores_gemma":[0.00001709855,0.000008376663,0.010761,0.001038801,0.00002191882,0.0001303406,0.004409712,0.00009542661,0.000131748,0.002529841,0.9807963,0.00005932388],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001055032,0.7506183,0.0003714534,0.2065707,0.01130267,0.00003489241,0.002660376,0.0001014494,0.02728515],"genre_scores_gemma":[0.04701578,0.7149483,0.001125447,0.04615663,0.005221181,0.00009907573,0.00141617,0.0002455458,0.183772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9717569,"threshold_uncertainty_score":0.2049189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07540554165579848,"score_gpt":0.3266546547677791,"score_spread":0.2512491131119806,"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."}}