{"id":"W2474004862","doi":"10.1177/1478929916630916a","title":"Book Review: Benedetta Berti, <i>Armed Political Organizations: From Conflict to Integration</i>","year":2016,"lang":"en","type":"article","venue":"Political Studies Review","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Politics; Political science; Law","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005744047,0.0003284644,0.0009807382,0.00003346607,0.0004467324,0.00004548235,0.0005468185,0.0001074373,0.005280548],"category_scores_gemma":[0.03751167,0.0002113652,0.0001957584,0.0005942162,0.0008482156,0.0002749263,0.0002489192,0.0001616016,0.002183784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006746843,"about_ca_system_score_gemma":0.0003629435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624215,"about_ca_topic_score_gemma":0.0004410213,"domain_scores_codex":[0.9957419,0.0004701938,0.0008711761,0.0005492025,0.0007704328,0.001597117],"domain_scores_gemma":[0.9947442,0.002370393,0.0001105728,0.0005105262,0.0009134203,0.001350823],"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":[0.000002078039,0.0000304566,0.00007725197,0.0003622837,0.00005260516,0.000003123856,0.0001146745,6.912328e-10,0.000006764521,0.6207307,0.375153,0.003467099],"study_design_scores_gemma":[0.0001777999,0.00004342605,0.0003636493,0.01258972,0.0002400272,0.000001270127,0.00009861238,1.04317e-7,0.0001993438,0.005346498,0.9806087,0.0003308554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001032946,0.5921324,0.0003473872,0.3707123,0.0002041066,0.0007562084,0.0001634893,0.0001043891,0.03556935],"genre_scores_gemma":[0.002702079,0.5380178,0.0001113601,0.4498695,0.0006420189,0.0001743676,0.00001015414,0.00002330427,0.00844941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6153842,"threshold_uncertainty_score":0.9985932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05410269831958882,"score_gpt":0.3916386819913215,"score_spread":0.3375359836717327,"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."}}