{"id":"W4239046064","doi":"10.1190/tle37040252.1","title":"Introduction to this special section: Latin America","year":2018,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Media and Digital Communication","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Latin Americans; Portuguese; Section (typography); Special section; Relevance (law); Political science; Linguistics; History; Computer science; Law; Engineering; Philosophy","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":[0.000180914,0.00005268292,0.00005807629,0.00004644369,0.0002012229,0.0001267266,0.0006000079,0.00001917784,0.0001434122],"category_scores_gemma":[0.0001098441,0.00003889461,0.00001797773,0.0004134876,0.00006053946,0.0002402836,0.000181139,0.00009198246,0.004041692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000374078,"about_ca_system_score_gemma":0.00001651227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001139633,"about_ca_topic_score_gemma":0.00001264232,"domain_scores_codex":[0.9994684,0.00005320177,0.00008695947,0.0001520231,0.0001191348,0.0001202801],"domain_scores_gemma":[0.9991552,0.0000628143,0.00003602267,0.0006529978,0.00005197934,0.00004099054],"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":[0.000006858884,0.00001355236,0.00003404172,0.000001362478,0.000003567287,2.252005e-7,0.004860563,0.000006329948,0.002020801,0.01724359,0.8557788,0.1200304],"study_design_scores_gemma":[0.0000363169,0.00008816832,0.0003902188,0.000003504489,0.000001617334,0.000005295907,0.0000237305,0.0009000007,0.002808442,0.00118056,0.9945005,0.00006160407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02695373,0.00003562637,0.2942608,0.08639445,0.01557808,0.0002953902,9.182653e-7,0.0004425732,0.5760384],"genre_scores_gemma":[0.8032635,0.00001296893,0.02208405,0.004650873,0.1304716,0.0000305845,0.000007017333,0.00001872948,0.03946067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7763097,"threshold_uncertainty_score":0.9967338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093765975778771,"score_gpt":0.2672883922005843,"score_spread":0.2363507324427966,"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."}}