{"id":"W4283529036","doi":"10.1080/21624887.2022.2080472","title":"Introduction to volume 10","year":2022,"lang":"en","type":"article","venue":"Critical Studies on Security","topic":"Social Science and Policy Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Volume (thermodynamics); Thermodynamics; Physics","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001976717,0.00006926276,0.0001401905,0.00006013726,0.00362371,0.00006282299,0.0003093997,0.00002931275,0.005500389],"category_scores_gemma":[0.008594722,0.00006964914,0.00005603356,0.0008309935,0.0007461117,0.00009160411,0.0003003841,0.0002622376,0.0009107184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324142,"about_ca_system_score_gemma":0.0001002905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009469177,"about_ca_topic_score_gemma":0.0006254044,"domain_scores_codex":[0.9975959,0.0005082189,0.0001300814,0.0003032017,0.0009415619,0.0005210195],"domain_scores_gemma":[0.9989739,0.0004339321,0.00001259305,0.0001392269,0.0001955062,0.0002448306],"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":[0.00003677479,0.0001240244,0.0002486461,0.000005851644,0.00001027097,0.000005508982,0.07787687,0.000006716094,0.00001464037,0.3439249,0.5757462,0.001999685],"study_design_scores_gemma":[0.0000398629,0.0002082605,0.0002030994,0.000001339172,0.000003646502,2.588897e-7,0.05168125,0.000005129653,0.00001717397,0.02355112,0.9241998,0.00008903357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3360103,0.0003008891,0.000006099126,0.5841234,0.002611968,0.0003863198,0.00003475496,0.0001448806,0.07638136],"genre_scores_gemma":[0.9871382,0.000028023,0.0000169048,0.002893809,0.003607275,0.0001321013,0.00000110788,0.000004963105,0.006177687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6511279,"threshold_uncertainty_score":0.9998672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081584520977743,"score_gpt":0.4959041103801209,"score_spread":0.3877456582823466,"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."}}