{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007228602,0.0005006359,0.0005629513,0.0005680897,0.0006861606,0.001985113,0.001036111,0.001453986,0.02218283],"category_scores_gemma":[0.004567521,0.000190983,0.000459927,0.0007505146,0.001538999,0.002487973,0.001290178,0.001304438,0.0016904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002048525,"about_ca_system_score_gemma":0.001015919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008408889,"about_ca_topic_score_gemma":0.007392514,"domain_scores_codex":[0.9994774,0.00009956385,0.00001864148,0.0001495656,0.00007164131,0.0001832792],"domain_scores_gemma":[0.9986696,0.0004081079,0.0004737427,0.0001374148,0.0001004073,0.0002107846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003815306,0.0006662022,0.1168711,0.0002606156,0.0001581272,0.001194496,0.00111025,0.2056205,0.001362866,0.5203951,0.01966216,0.132317],"study_design_scores_gemma":[0.0001635559,0.0006306546,0.08106887,0.0001583386,0.0001140903,0.0007923378,0.001967258,0.255677,0.001190621,0.6048658,0.0532602,0.0001113427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7909877,0.001227955,0.04714199,0.009103386,0.0001206313,0.000169201,0.002469932,0.0003336782,0.1484456],"genre_scores_gemma":[0.9756151,0.0004904051,0.001100732,0.000310549,0.00004823494,0.0000421335,0.0004546376,0.00001353197,0.0219247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02218283,"threshold_uncertainty_score":0.07420892,"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."}}