{"id":"W3158157591","doi":"10.14288/hfjc.v13i4.342","title":"Tribute to Cheryl and Jack Taunton","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tribute; Pride; Variety (cybernetics); Honour; Kinesiology; History; Medicine; Computer science; Medical education; Political science; Art history; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005105979,0.001075137,0.001920456,0.001413656,0.005938417,0.007102419,0.002519856,0.008079923,0.03873657],"category_scores_gemma":[0.04336204,0.0006251855,0.0009785752,0.0007521997,0.003923455,0.00572022,0.003717612,0.03050204,0.02510088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00241314,"about_ca_system_score_gemma":0.008549847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009145753,"about_ca_topic_score_gemma":0.01623513,"domain_scores_codex":[0.9952201,0.0008745892,0.0002534403,0.001054382,0.002053041,0.000544461],"domain_scores_gemma":[0.9742233,0.003900134,0.0006874105,0.0009317612,0.01094441,0.009312926],"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":[0.000007381404,0.000008634123,0.00004281428,0.00001176644,0.000002672134,0.00007310713,0.00004565212,0.000006245356,0.00001520668,0.0006878313,0.9960603,0.003038336],"study_design_scores_gemma":[0.00001423522,0.00002033177,0.0002706901,0.0002180331,0.000005321451,0.0007778898,0.0006198076,0.00004935772,0.0000510743,0.001674611,0.9962704,0.00002814035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000241843,0.006879679,0.0003575349,0.8373684,0.1456977,0.00002286089,0.00006926248,0.0001431618,0.009219619],"genre_scores_gemma":[0.005188755,0.006177212,0.0007212111,0.8376101,0.05558854,0.00009127015,0.0000730922,0.0002445502,0.09430538],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03873657,"threshold_uncertainty_score":0.1295868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276272877916853,"score_gpt":0.3303769195676708,"score_spread":0.3027496317759855,"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."}}