{"id":"W4251991894","doi":"10.1561/113.00000013","title":"Insurgent Learning","year":2020,"lang":"en","type":"article","venue":"Journal of Political Institutions and Political Economy","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Institute for Advanced Research","funders":"","keywords":"Psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002699554,0.0001635633,0.0005614901,0.000160459,0.0001993541,0.00006912823,0.0001363395,0.00009588548,0.000218147],"category_scores_gemma":[0.000785887,0.0001613439,0.0002171455,0.0001153371,0.0004622088,0.0002885577,0.00007511493,0.0004258572,0.0002263955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114518,"about_ca_system_score_gemma":0.0001166006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001543269,"about_ca_topic_score_gemma":0.0000031715,"domain_scores_codex":[0.998135,0.00002894535,0.0009624056,0.0002030062,0.00003485454,0.0006358047],"domain_scores_gemma":[0.9984034,0.0001715878,0.0001737866,0.00009473866,0.00008301975,0.001073463],"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":[0.00001189486,0.00005404979,0.01211756,0.00003851911,0.00007745427,0.00001603342,0.0001909897,0.00001381861,9.446217e-7,0.9864396,0.0009658164,0.00007331626],"study_design_scores_gemma":[0.0005448801,0.000290745,0.006627747,0.00001658193,0.00002514679,0.00009800532,0.0005232245,0.0002988765,0.00001446697,0.261307,0.7300415,0.0002118252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1223919,0.004223817,0.004547338,0.09928881,0.0005513753,0.0001358806,0.0001587817,0.00003777847,0.7686644],"genre_scores_gemma":[0.989511,0.00007051588,0.000373815,0.008931294,0.0009844541,0.000003019464,0.000002074608,0.00001129462,0.0001125123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8671191,"threshold_uncertainty_score":0.6579415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033573688620206,"score_gpt":0.2852116474478746,"score_spread":0.181854278585854,"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."}}