{"id":"W3157736374","doi":"10.29173/eureka28756","title":"Featuring Michael Houghton","year":2021,"lang":"en","type":"article","venue":"Eureka","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Art","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":[],"consensus_categories":[],"category_scores_codex":[0.001587799,0.0008528027,0.0005611596,0.0007917733,0.001814184,0.003890853,0.0007412067,0.003039853,0.05979887],"category_scores_gemma":[0.007306695,0.000341633,0.0004235178,0.0003331209,0.0007379702,0.002683377,0.002529574,0.007107019,0.03647873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389761,"about_ca_system_score_gemma":0.002080695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002200112,"about_ca_topic_score_gemma":0.006093272,"domain_scores_codex":[0.9988042,0.0002615049,0.00003980621,0.0002475773,0.0004903304,0.0001566318],"domain_scores_gemma":[0.9967128,0.0004055309,0.0001181183,0.00007701616,0.0009717356,0.001714897],"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":[0.000009406005,0.000007413174,0.00003546639,0.00001616343,0.000001164325,0.00003614421,0.00003379624,0.000006480695,0.00005398219,0.0005611118,0.9924634,0.006775431],"study_design_scores_gemma":[0.000002422869,0.000008288767,0.00009909488,0.00006204973,0.000001652303,0.000193457,0.00007244932,0.00001360047,0.00006512531,0.000387647,0.9990897,0.000004555917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0009567335,0.03762295,0.001250995,0.5170357,0.3574844,0.00005157286,0.0002476676,0.0004674056,0.08488251],"genre_scores_gemma":[0.01012343,0.02196941,0.001379561,0.1982478,0.09343693,0.00007825402,0.0001909371,0.000489739,0.6740839],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05979887,"threshold_uncertainty_score":0.2000471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314906486827804,"score_gpt":0.4213623454676654,"score_spread":0.2898716967848849,"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."}}