{"id":"W7067179276","doi":"","title":"Leadership in the Canadian Forces : conceptual foundations = Le leadership dans les Forces canadiennes : fondements conceptuels","year":2007,"lang":"fr","type":"book","venue":"Virtual Defense Library (Ministerio de Defensa)","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Qualitative research; Scope (computer science); Field (mathematics); Construct (python library)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002125971,0.001270698,0.001209296,0.0008999414,0.005339484,0.0008619246,0.002269461,0.001430806,0.001339545],"category_scores_gemma":[0.0005276174,0.001267648,0.0006311992,0.001316215,0.01206017,0.001790339,0.0002147642,0.001603656,0.0003106632],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157418,"about_ca_system_score_gemma":0.01256162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5152822,"about_ca_topic_score_gemma":0.9676946,"domain_scores_codex":[0.9898311,0.002323288,0.001639537,0.001424756,0.001284503,0.003496843],"domain_scores_gemma":[0.993937,0.002958988,0.0006493122,0.000928557,0.0002012457,0.001324892],"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":[0.00006796377,0.0001408297,0.01740473,0.0001874621,0.0002269217,0.0001657171,0.3670801,0.00002194072,0.000003468331,0.5742917,0.03804156,0.002367586],"study_design_scores_gemma":[0.0004972656,0.0002987887,0.005544973,0.0003234523,0.0001500577,0.00003799299,0.45899,0.0000232241,0.00000703843,0.004271957,0.5289527,0.0009026092],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1241743,0.01696585,0.0001025991,0.03896588,0.00417729,0.002461547,0.001512049,0.0002346444,0.8114059],"genre_scores_gemma":[0.7725704,0.0005609562,0.0001945499,0.01363671,0.001624181,0.0002187517,0.0008741288,0.0001450188,0.2101752],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6483962,"threshold_uncertainty_score":0.9998655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1991514635764659,"score_gpt":0.3024129016205139,"score_spread":0.103261438044048,"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."}}