{"id":"W2314306412","doi":"10.1126/science.339.6125.1274-a","title":"Latin American Science: Much Work Remains","year":2013,"lang":"en","type":"letter","venue":"Science","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Work (physics); Engineering ethics; Political science; Engineering; Law; Mechanical engineering","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":["sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006247441,0.0002087053,0.0003427455,0.0007990258,0.0005590639,0.00007581641,0.001048324,0.002417983,0.0002585457],"category_scores_gemma":[0.0004077873,0.0001477331,0.00006831461,0.005483576,0.01825762,0.0001310314,0.0002548142,0.009097327,0.0008034497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591173,"about_ca_system_score_gemma":0.001193702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003925457,"about_ca_topic_score_gemma":0.000001382998,"domain_scores_codex":[0.9970963,0.00001413823,0.000217602,0.0008179553,0.0009925144,0.0008614838],"domain_scores_gemma":[0.9984627,0.00004442579,0.0001656026,0.0009359391,0.0002426232,0.000148739],"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":[0.000005652495,0.00002224629,0.001904496,0.00002722144,0.00001252557,0.0002340199,0.0001843731,3.007702e-7,0.005632976,0.0003683247,0.9807439,0.010864],"study_design_scores_gemma":[0.0001989687,0.0002385038,0.02635819,0.0003032649,0.00005316892,0.0000877696,0.0001304958,0.00005317168,0.004927242,0.0003298934,0.9669532,0.0003660803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04795153,0.0001506834,0.00003716203,0.9343026,0.001009339,0.0002988389,0.000001663291,0.0001908066,0.01605733],"genre_scores_gemma":[0.06116078,0.0001900264,0.004450549,0.8979845,0.001218482,0.0000214059,0.000008840838,0.00002740078,0.03493801],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03631815,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234562514582229,"score_gpt":0.2701094565074923,"score_spread":0.25776383136167,"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."}}