{"id":"W3095886337","doi":"10.32674/jis.v10i3.2401","title":"Let us stand with Julia!","year":2020,"lang":"en","type":"article","venue":"Journal of International Students","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Denial; Government (linguistics); Sociology; Political science; Medical education; Medicine; Gerontology; Psychology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137299,0.0008916869,0.000468208,0.0007463981,0.009365861,0.008115906,0.0008000032,0.003974529,0.05955194],"category_scores_gemma":[0.008680568,0.0003406834,0.0005587952,0.0003856641,0.002742684,0.006533134,0.00495874,0.01152455,0.04634108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792455,"about_ca_system_score_gemma":0.004081978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009909893,"about_ca_topic_score_gemma":0.02597998,"domain_scores_codex":[0.9988832,0.0002481436,0.00002760282,0.000134169,0.0003743611,0.0003324733],"domain_scores_gemma":[0.9962708,0.0003648371,0.0001606093,0.0001255207,0.001112901,0.001965385],"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":[0.00001408351,0.00001893218,0.0002628236,0.0000391806,0.000002916509,0.0001397316,0.001445869,0.000009944677,0.0001017538,0.003841205,0.9806804,0.01344314],"study_design_scores_gemma":[0.000002430356,0.00001185135,0.0002323833,0.0001015035,0.000002240087,0.0001729512,0.003870803,0.00001248506,0.00005253573,0.0008572103,0.9946731,0.00001049692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003368157,0.0181368,0.0009615044,0.6542802,0.104811,0.00005147468,0.0001720256,0.0006232967,0.2175955],"genre_scores_gemma":[0.018433,0.01100766,0.001259606,0.2383799,0.01194043,0.00007325301,0.0001265986,0.000519874,0.7182598],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05955194,"threshold_uncertainty_score":0.1992211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04938933397742311,"score_gpt":0.4780887057492313,"score_spread":0.4286993717718082,"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."}}