{"id":"W4417390906","doi":"10.5040/9798216428640","title":"U.S.-Mexican Border Today","year":2021,"lang":"","type":"book","venue":"","topic":"Migration, Health, Geopolitics, Historical Geography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Pandemic; Resource (disambiguation); International relations; World population; China; State (computer science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001740068,0.0009809803,0.001510193,0.0005734402,0.002936901,0.0003700691,0.001284018,0.001978786,0.07678605],"category_scores_gemma":[0.0008467853,0.001072997,0.001200921,0.001927884,0.001972568,0.0003223921,0.0002522687,0.001549036,0.001792017],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00217223,"about_ca_system_score_gemma":0.01277643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0440659,"about_ca_topic_score_gemma":0.08681498,"domain_scores_codex":[0.9901974,0.001196506,0.00187931,0.001919625,0.002552426,0.00225471],"domain_scores_gemma":[0.9934666,0.0009216825,0.0008027916,0.00138539,0.001703546,0.001720009],"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":[0.000009298658,0.0002776035,0.000516416,0.0002447535,0.000156323,0.00002424505,0.01947909,0.000001571767,0.000001203199,0.6389902,0.3354017,0.004897593],"study_design_scores_gemma":[0.0002546975,0.0001643154,0.0003084685,0.0001496125,0.0001742184,0.000002151683,0.005431588,0.0000123448,0.000006143337,0.03126344,0.9610896,0.001143387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001501235,0.007400961,0.0004774814,0.005072691,0.007390355,0.00110577,0.0001116319,0.0002438757,0.9780471],"genre_scores_gemma":[0.002092769,0.008626393,0.001287991,0.007192181,0.00554347,0.00006718857,0.000231132,0.0001067359,0.9748521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6256879,"threshold_uncertainty_score":0.9993169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720318781894889,"score_gpt":0.3156055511823673,"score_spread":0.2984023633634184,"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."}}