{"id":"W7164917961","doi":"10.1080/17153379.2017.12557817","title":"Fighting to the End: The Pakistan Army’s Way of War.","year":2017,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Natural (archaeology)","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":[0.001625579,0.0003171591,0.0001637133,0.0004805349,0.01464447,0.006611959,0.0005289254,0.002682301,0.006417522],"category_scores_gemma":[0.002868244,0.0002447372,0.0001391257,0.0007562908,0.008092517,0.005961724,0.003451389,0.007917188,0.0005062463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003580697,"about_ca_system_score_gemma":0.00995082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07052944,"about_ca_topic_score_gemma":0.1842345,"domain_scores_codex":[0.9990708,0.0004051708,0.00002277457,0.00004150761,0.00009719424,0.0003625847],"domain_scores_gemma":[0.9985549,0.0003819555,0.0001494369,0.00004259935,0.0001679283,0.0007032584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001210031,0.0001190945,0.01348533,0.0001304537,0.00003030423,0.001596501,0.3055056,0.0001548728,0.0003265611,0.1775426,0.3978952,0.1030926],"study_design_scores_gemma":[0.00001427007,0.00003903253,0.01453365,0.0002641127,0.000008472009,0.0005192529,0.3002516,0.00008048895,0.0001145894,0.01741552,0.6667299,0.00002918627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09525906,0.02446822,0.0003665871,0.7393495,0.006030631,0.0000206717,0.0001654379,0.00001374843,0.1343261],"genre_scores_gemma":[0.9036729,0.01695084,0.0003311126,0.04896891,0.001828389,0.00003040183,0.00006579885,0.00002015732,0.02813137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07052944,"threshold_uncertainty_score":0.1402378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688604828333857,"score_gpt":0.3091378591593973,"score_spread":0.2822518108760587,"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."}}