{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001484889,0.00009533302,0.0001575351,0.00004673129,0.0007708287,0.0001707376,0.0001202442,0.00009845025,0.0005688361],"category_scores_gemma":[0.005208562,0.00008374194,0.00006896113,0.0004032636,0.0007492101,0.0002189884,0.00004417219,0.000317844,0.0007949999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002548527,"about_ca_system_score_gemma":0.0001281219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000395207,"about_ca_topic_score_gemma":0.0007827313,"domain_scores_codex":[0.9983623,0.0002886875,0.0001832838,0.0003265956,0.0004114671,0.0004276522],"domain_scores_gemma":[0.9987454,0.0007451713,0.000008348982,0.0001180157,0.000163202,0.0002198596],"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":[0.000004843446,0.00004865923,0.000007598954,0.00008206392,0.00001668527,0.00001271638,0.01607504,1.949946e-7,6.863926e-7,0.8470148,0.1337615,0.002975227],"study_design_scores_gemma":[0.00002495534,0.00005762443,0.00002247566,0.00003307773,0.000009197833,0.000001044379,0.009451969,0.00001870269,0.00001127315,0.1608288,0.8294582,0.00008259508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05745198,0.01438804,0.00006521096,0.6946089,0.01324002,0.0002981962,0.00003986194,0.0008985706,0.2190093],"genre_scores_gemma":[0.9916728,0.001226922,0.0000309999,0.001754345,0.004968307,0.000015654,0.000002329716,0.000005948898,0.0003227301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9342208,"threshold_uncertainty_score":0.999983,"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."}}