{"id":"W4220906620","doi":"10.18192/uojm.v11i2.5820","title":"A Call for More Humanity","year":2022,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Asian American and Pacific Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Global Affairs Canada; Montfort Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Humanity; Computer science; Internet privacy; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01505392,0.0008500483,0.001460578,0.002296655,0.02241811,0.01809561,0.002750741,0.02323334,0.1160728],"category_scores_gemma":[0.02465477,0.0006222296,0.001606038,0.001310411,0.04550362,0.01715245,0.01555141,0.02935144,0.01353952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01749206,"about_ca_system_score_gemma":0.06125201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.117526,"about_ca_topic_score_gemma":0.2572104,"domain_scores_codex":[0.9887809,0.003022751,0.0003767332,0.00123431,0.003079652,0.003505791],"domain_scores_gemma":[0.9339983,0.01163046,0.001705618,0.005542814,0.01011992,0.0370028],"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":[0.00003929187,0.00003889957,0.0003500798,0.0002174379,0.00002107825,0.0001230559,0.003470204,0.00006604758,0.0002430308,0.1758169,0.8058819,0.01373212],"study_design_scores_gemma":[0.00001533786,0.00001524066,0.0006764758,0.0002130579,0.000008815556,0.00006837261,0.003675735,0.00001556328,0.0000580279,0.02157792,0.9736391,0.00003640243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001156481,0.00596002,0.0003558456,0.9299784,0.01922388,0.000013134,0.0001095649,0.00009437912,0.04310835],"genre_scores_gemma":[0.0724149,0.00712054,0.001985867,0.7178977,0.01188728,0.00008872066,0.000209084,0.0003048466,0.1880911],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.117526,"threshold_uncertainty_score":0.3883022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708952769693665,"score_gpt":0.2639401445289962,"score_spread":0.2468506168320596,"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."}}