{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001532876,0.0001477114,0.0003166824,0.0002119545,0.002965666,0.000009386765,0.0002559867,0.0001070259,0.00005921983],"category_scores_gemma":[0.0002277775,0.000126977,0.00006873642,0.00007491069,0.0005096874,0.0007946239,0.00003654195,0.0002238421,0.000002191138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006713783,"about_ca_system_score_gemma":0.001669043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1107456,"about_ca_topic_score_gemma":0.6193861,"domain_scores_codex":[0.9983918,0.0003899831,0.0004451828,0.0001891154,0.0003046442,0.0002792452],"domain_scores_gemma":[0.9990706,0.0001509767,0.0001633137,0.0001424217,0.0002289767,0.0002436507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004194044,0.001614946,0.1003762,0.0009500176,0.001304918,0.00126017,0.7661669,0.0006834493,0.002793265,0.04672823,0.05802738,0.01590052],"study_design_scores_gemma":[0.001161632,0.0006565155,0.05151746,0.0005650843,0.0000661773,0.00004585947,0.8629391,0.0000939173,0.00009292114,0.07130615,0.01113942,0.0004157415],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980396,0.09226716,0.000001069615,0.001278795,0.002273348,0.0002204505,0.000004839852,0.000004148736,0.005910605],"genre_scores_gemma":[0.9841924,0.01275281,0.0004314363,0.00007615922,0.0003337093,0.00001367899,0.000001317588,0.000005197049,0.002193343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5086405,"threshold_uncertainty_score":0.9983323,"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."}}