{"id":"W4255917097","doi":"10.18192/potentia.v4i0.4390","title":"Front Matter","year":2012,"lang":"en","type":"paratext","venue":"Potentia Journal of International Affairs","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Physics; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008321896,0.0005971387,0.0008630551,0.001340286,0.00007194964,0.0002503401,0.001909713,0.00040599,0.4002059],"category_scores_gemma":[0.00009219907,0.0005082891,0.001056024,0.0001206619,0.000134136,0.0009284106,0.0002887555,0.001465755,0.6495705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008102128,"about_ca_system_score_gemma":0.0002721006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003244394,"about_ca_topic_score_gemma":0.000005861028,"domain_scores_codex":[0.9951265,0.0001778008,0.001676081,0.0003124911,0.002118684,0.0005884186],"domain_scores_gemma":[0.9940249,0.0000899357,0.003388089,0.0003509359,0.001760704,0.0003854443],"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":[0.0002439928,0.0003008633,0.0008868247,0.00003981386,0.001942444,0.00008454097,0.0001551591,0.0003183254,0.001154435,0.0000410081,0.9944472,0.0003853464],"study_design_scores_gemma":[0.001000035,0.00006669192,0.002911279,0.0006154712,0.0003905167,0.002146256,0.0002611534,0.00003272071,0.0007380177,0.00009499292,0.9911844,0.0005584329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001041063,0.01190014,0.002955216,0.001566355,0.0521044,0.0002086563,0.001081255,0.00002109445,0.9291218],"genre_scores_gemma":[0.3025222,0.0009488653,0.003774696,0.0003512207,0.014497,0.00001112263,0.0005808778,0.0004399436,0.6768741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3014811,"threshold_uncertainty_score":0.9997368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157720787302225,"score_gpt":0.2636226920794147,"score_spread":0.2520454842063925,"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."}}