{"id":"W7051185314","doi":"","title":"Edison Gao","year":2020,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Fusible alloy; Proteogenomics; Liquation; Hyporeflexia; Dysgeusia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001610717,0.0005537713,0.0004990174,0.0001029493,0.0006580611,0.000130392,0.0005740275,0.0003077772,0.0002576839],"category_scores_gemma":[0.00005752396,0.0006137038,0.0002815658,0.0006383652,0.0002621817,0.0004603551,0.00008300515,0.0006410387,0.0003510567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217164,"about_ca_system_score_gemma":0.0003547769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002455528,"about_ca_topic_score_gemma":0.000006774279,"domain_scores_codex":[0.9970674,0.00008636012,0.000687901,0.0006546818,0.0007998198,0.0007038419],"domain_scores_gemma":[0.9986281,0.00006466588,0.00004064133,0.0004562519,0.0001153157,0.0006950598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004418685,0.0002956983,0.001228985,0.001094436,0.0007266279,0.002471244,0.003939052,0.3381177,0.5714911,0.04269732,0.03236299,0.00513299],"study_design_scores_gemma":[0.002069022,0.0003650544,0.001093725,0.0001932337,0.0001230193,0.0006210947,0.0007949385,0.08171043,0.1513751,0.0002693041,0.7596463,0.001738776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5258774,0.001087905,0.1869733,0.001358305,0.005491149,0.001240505,0.0001731374,0.004347787,0.2734506],"genre_scores_gemma":[0.9936333,0.00002227125,0.002407303,0.0006851705,0.001678548,0.0001119486,0.00002643717,0.0001382036,0.001296849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7272833,"threshold_uncertainty_score":0.9996314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009632238800005423,"score_gpt":0.1751033370521204,"score_spread":0.165471098252115,"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."}}