{"id":"W4393322162","doi":"10.1080/21624887.2024.2334482","title":"Introduction","year":2024,"lang":"en","type":"article","venue":"Critical Studies on Security","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005502728,0.0009065684,0.0006219886,0.001577964,0.001713696,0.006513631,0.002574505,0.003661659,0.2231291],"category_scores_gemma":[0.03013876,0.0003282837,0.0007887889,0.001151051,0.001917218,0.004151391,0.003033232,0.004577287,0.1081895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002498572,"about_ca_system_score_gemma":0.004868621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202331,"about_ca_topic_score_gemma":0.002083388,"domain_scores_codex":[0.9949274,0.00114872,0.000300883,0.001034384,0.002102537,0.0004860933],"domain_scores_gemma":[0.9840882,0.003669578,0.0009434635,0.001333948,0.007367984,0.0025969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006550144,0.00002921569,0.0005085825,0.0004859275,0.000009369,0.000117548,0.0003987941,0.00006113283,0.0002160079,0.03740216,0.8701383,0.09056747],"study_design_scores_gemma":[0.000006458741,0.00002133621,0.0002881971,0.0004096671,0.000004023148,0.0001683367,0.0001766951,0.00003183506,0.00008964394,0.008071722,0.9907231,0.000009035714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002666954,0.03128241,0.02228559,0.264705,0.178011,0.0005699998,0.005897801,0.001956673,0.4926246],"genre_scores_gemma":[0.03458486,0.03791529,0.01589986,0.1577265,0.08186695,0.001008195,0.007444103,0.001496633,0.6620576],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7768708,"threshold_uncertainty_score":0.7464412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05701965898983685,"score_gpt":0.4333041528374559,"score_spread":0.376284493847619,"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."}}