{"id":"W6999014989","doi":"","title":"Brian Miller Interview, July 11, 2022","year":2022,"lang":"en","type":"article","venue":"The Mathematics Enthusiast","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sister; Miller; Renting; Character (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008515571,0.0004457235,0.0003507733,0.0005764079,0.008607544,0.00204785,0.0006575152,0.005062983,0.09431304],"category_scores_gemma":[0.00392011,0.0004094662,0.0002652351,0.0005597805,0.0009435586,0.001520754,0.001365968,0.006517601,0.02997541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003688659,"about_ca_system_score_gemma":0.00432674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07565917,"about_ca_topic_score_gemma":0.2061547,"domain_scores_codex":[0.999281,0.0001773165,0.00002077914,0.00006183522,0.0002176452,0.0002415486],"domain_scores_gemma":[0.9987962,0.0001540999,0.00003743086,0.00001481585,0.0004073663,0.0005901228],"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":[0.00000433382,0.000003581284,0.000135203,0.000005331977,1.982599e-7,0.00006728539,0.0002532067,0.000001381282,0.00002862401,0.0001120286,0.9976815,0.001707247],"study_design_scores_gemma":[0.000004329253,0.00001318926,0.002038402,0.00005827038,9.155989e-7,0.000264677,0.003559955,0.00001342649,0.00003872341,0.0001325069,0.9938651,0.00001061255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004725759,0.008905916,0.0001693831,0.7830983,0.02016347,0.0001191918,0.001272734,0.0002513957,0.1812938],"genre_scores_gemma":[0.0186378,0.003493828,0.0001586676,0.4206448,0.005244375,0.0002369341,0.0005280559,0.0001217526,0.5509338],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09431304,"threshold_uncertainty_score":0.3155085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03945248103618801,"score_gpt":0.2809537109435466,"score_spread":0.2415012299073586,"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."}}