{"id":"W2802372785","doi":"10.5206/wurjhns.2017-18.32","title":"Western Faculty Profile: Dr. Ali Khan","year":2017,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Editorial board; Library science; Management; Medical education; Psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001016764,0.0005133775,0.0007186058,0.0007967477,0.002470425,0.002683615,0.0008279548,0.003502824,0.3183814],"category_scores_gemma":[0.007131551,0.0003168031,0.0002865988,0.00066509,0.0004670397,0.002108316,0.002076755,0.003106891,0.1636041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147961,"about_ca_system_score_gemma":0.004506076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004214547,"about_ca_topic_score_gemma":0.008516644,"domain_scores_codex":[0.9993219,0.00007188851,0.00004553138,0.0001187584,0.000320899,0.0001210259],"domain_scores_gemma":[0.9933025,0.0002466417,0.0002676463,0.0001129155,0.00275757,0.003312851],"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":[0.000008463344,0.00001292066,0.0001214963,0.0000202051,6.340954e-7,0.00006386862,0.00003467417,0.000005393144,0.00004525971,0.0001303242,0.9927561,0.006800666],"study_design_scores_gemma":[0.000009106105,0.00002301983,0.0006936263,0.00006372853,0.000002050313,0.0002332928,0.0003670181,0.0000329357,0.00008431466,0.0001596661,0.9983211,0.00001013204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003831988,0.007990867,0.0008438512,0.686696,0.1168558,0.0004624541,0.002012024,0.001496341,0.1798108],"genre_scores_gemma":[0.011083,0.004874269,0.0003538808,0.2038768,0.02620114,0.0001967567,0.0005077081,0.0003261704,0.7525803],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3183814,"threshold_uncertainty_score":0.9722462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106981820525456,"score_gpt":0.4584487300006996,"score_spread":0.3514669094752437,"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."}}