{"id":"W4401022632","doi":"10.5406/19364695.43.4.18","title":"Notes on Contributors","year":2024,"lang":"en","type":"article","venue":"Journal of American Ethnic History","topic":"Latin American and Latino Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.0008381172,0.0001001221,0.0003101597,0.0001875305,0.0001144086,0.00001943842,0.0002339512,0.00003020976,0.0003050341],"category_scores_gemma":[0.0008657667,0.0000762645,0.0002017085,0.0003672918,0.001168419,0.0001561638,0.00001706494,0.000348102,0.00005134051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141992,"about_ca_system_score_gemma":0.0008023044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008652168,"about_ca_topic_score_gemma":0.0001212406,"domain_scores_codex":[0.9986342,0.0002341581,0.0002981947,0.0001160357,0.0004876686,0.0002297863],"domain_scores_gemma":[0.9983668,0.0009412082,0.0003052308,0.000101394,0.0001371172,0.0001482663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004794256,0.00009308715,0.0003139334,0.00001715316,0.0002372716,0.0002366556,0.08706117,0.00002130795,0.0002944843,0.04249153,0.2255083,0.6436771],"study_design_scores_gemma":[0.00008536073,0.0003570166,0.001794007,0.0000651743,0.00002952248,0.000006058199,0.004463495,0.00001256257,0.00001214462,0.0001683777,0.9928964,0.0001098553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06371605,0.1035074,0.004854068,0.05087703,0.01362666,0.0003352074,0.00001211111,0.0004528596,0.7626187],"genre_scores_gemma":[0.9904737,0.002518986,0.0006637649,0.001511309,0.0008430539,0.000001668998,1.676843e-7,0.00001387057,0.003973455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9267577,"threshold_uncertainty_score":0.430509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04534589152777776,"score_gpt":0.3498063584138904,"score_spread":0.3044604668861127,"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."}}