{"id":"W2805334819","doi":"","title":"Crowdsourced War: The Political and Military Implications of Ukraine’s Volunteer Battalions 2014-2015","year":2018,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"European and Russian Geopolitical Military Strategies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Political science; Offensive; Government (linguistics); Politics; Spanish Civil War; Public administration; Law; Management; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00165866,0.0001626612,0.0001612677,0.0004859038,0.003242026,0.002027003,0.0003519965,0.0005095889,0.001997227],"category_scores_gemma":[0.00291047,0.00008447107,0.0001470467,0.0005462273,0.001896702,0.001129799,0.003010713,0.0007190251,0.0003326147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899603,"about_ca_system_score_gemma":0.002576522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01684055,"about_ca_topic_score_gemma":0.03589862,"domain_scores_codex":[0.9989856,0.0005120323,0.00003124647,0.000101566,0.0001582417,0.0002113814],"domain_scores_gemma":[0.9986533,0.0005510133,0.0002823181,0.0001385628,0.0001870531,0.0001877537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006927334,0.0002818955,0.1518535,0.000835249,0.0001537416,0.003746507,0.5241126,0.006119884,0.00661905,0.03526654,0.02412257,0.2461957],"study_design_scores_gemma":[0.00002221642,0.0003076708,0.2093277,0.0004036161,0.00003967616,0.0005186424,0.6098885,0.002164644,0.002365384,0.005524473,0.169382,0.00005541807],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664306,0.0005858822,0.001094887,0.002636074,0.0001046618,0.00003761893,0.0001350716,0.00003402962,0.02894131],"genre_scores_gemma":[0.9969681,0.0001873084,0.0001792898,0.0001895136,0.0000130771,0.00001709271,0.00005236245,0.000007578541,0.002385785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01684055,"threshold_uncertainty_score":0.03348505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320503435433801,"score_gpt":0.3464839008005824,"score_spread":0.2932788664462445,"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."}}