{"id":"W231795001","doi":"","title":"The Shield, the Sword, and the Party","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Vetting; Legitimacy; Political science; Scrutiny; Process (computing); Law; Business; Public administration; Computer science; Politics","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":[0.007313135,0.0002614008,0.0003370417,0.001359495,0.01289995,0.008039262,0.0005563227,0.002902577,0.005478238],"category_scores_gemma":[0.008492102,0.0003084748,0.0003346842,0.001493525,0.03081202,0.004878947,0.006025089,0.003042474,0.000639362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006857157,"about_ca_system_score_gemma":0.005509037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435069,"about_ca_topic_score_gemma":0.01691527,"domain_scores_codex":[0.9923337,0.00381146,0.0001735021,0.0005269351,0.001218812,0.001935611],"domain_scores_gemma":[0.9958812,0.00221537,0.0005872138,0.000537078,0.000343862,0.0004354092],"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":[0.0000765722,0.00001885815,0.003820241,0.00003059497,0.000008452575,0.0005940305,0.05335392,0.0002489398,0.0004611762,0.9235201,0.00290124,0.0149659],"study_design_scores_gemma":[0.00006559661,0.0001922038,0.01803852,0.0005012124,0.00004624162,0.0009775996,0.1379929,0.001322418,0.001930707,0.2993223,0.5395239,0.00008631166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6054012,0.00192735,0.00768342,0.01651468,0.0002812688,0.00005180019,0.00003434568,0.00004387872,0.368062],"genre_scores_gemma":[0.9888064,0.0001522836,0.0002808103,0.0005292115,0.00002129578,0.000007644054,0.000007040703,0.00001350246,0.01018179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435069,"threshold_uncertainty_score":0.04975241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194354328569083,"score_gpt":0.3601020910965906,"score_spread":0.3406666582396823,"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."}}