{"id":"W2792958062","doi":"10.5206/wurjhns.2017-18.24","title":"Western Faculty Profile: Dr. David Hess","year":2017,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Editorial board; Pleasure; Stem cell biology; Library science; Associate editor; Physiology; Medicine; Neuroscience; Psychology; Biology; Cell biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001135908,0.0004822918,0.0006831354,0.0008928308,0.002582319,0.002758775,0.0008041763,0.003730074,0.2886548],"category_scores_gemma":[0.006588736,0.0003440938,0.0002657614,0.0007459067,0.0005944864,0.001980648,0.001935167,0.003556569,0.1612911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160895,"about_ca_system_score_gemma":0.003690268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005969554,"about_ca_topic_score_gemma":0.01476015,"domain_scores_codex":[0.9993149,0.00008698839,0.00003783869,0.000116285,0.0003171402,0.0001268407],"domain_scores_gemma":[0.9945483,0.000312176,0.0001722732,0.0001159082,0.002139121,0.002712236],"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":[0.000003609756,0.000004183263,0.00003210169,0.000009798335,2.629289e-7,0.00002339908,0.00001842417,0.000002295781,0.00001856534,0.0001044767,0.9966958,0.003087163],"study_design_scores_gemma":[0.000004675716,0.000009083486,0.0003171387,0.00004500347,9.447543e-7,0.000119648,0.0001860806,0.00001330979,0.00003824852,0.000123086,0.9991366,0.000006237746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001892693,0.01374007,0.0005879957,0.6133351,0.1416318,0.0002234089,0.00115241,0.0009984195,0.2264381],"genre_scores_gemma":[0.005762199,0.004795406,0.0001721429,0.145307,0.02190923,0.0001181145,0.0003129315,0.0002246926,0.8213982],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2886548,"threshold_uncertainty_score":0.9656465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2122667414441618,"score_gpt":0.5251736367499987,"score_spread":0.3129068953058369,"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."}}