{"id":"W2626615296","doi":"","title":"Stumbling into Design: Action Experiments in Professional Military Education at Canadian Forces College","year":2017,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"Military History and Strategy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Construct (python library); Action (physics); Public administration; Institution; Public relations; Power (physics); State (computer science); National security; Civil servants; Management; Law; Politics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.042215,0.001247423,0.0009115508,0.001123424,0.008030543,0.004021032,0.003287967,0.002721371,0.007771412],"category_scores_gemma":[0.07230899,0.0008839879,0.0006157605,0.001558876,0.01007908,0.002305852,0.002516993,0.003115978,0.0007282423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0348225,"about_ca_system_score_gemma":0.05514247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.48295,"about_ca_topic_score_gemma":0.6185089,"domain_scores_codex":[0.9654298,0.02259357,0.0007446021,0.002544821,0.005354237,0.003332974],"domain_scores_gemma":[0.9361585,0.04787503,0.002149561,0.003420632,0.006038957,0.004357329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.007715134,0.03809927,0.02163818,0.002367659,0.0002752846,0.0006702312,0.385689,0.01768296,0.01178406,0.09724091,0.02320074,0.3936366],"study_design_scores_gemma":[0.02086983,0.07000656,0.1062549,0.003549265,0.0006804867,0.0003137356,0.2107992,0.0549514,0.02006702,0.1206034,0.3903135,0.001590621],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758623,0.0005634296,0.02493407,0.003254037,0.0003036884,0.01732043,0.0003936494,0.00029625,0.07707214],"genre_scores_gemma":[0.8860869,0.0006224119,0.07204261,0.001676731,0.00006160785,0.01735425,0.0002326158,0.0001146342,0.02180831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.51705,"threshold_uncertainty_score":0.9602779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586615078567901,"score_gpt":0.410520532783597,"score_spread":0.2518590249268068,"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."}}