{"id":"W4394106617","doi":"10.6084/m9.figshare.15015819","title":"Human-TB-EALH-10672","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Environmental science","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":[0.001988803,0.002971091,0.002383002,0.004838081,0.001036475,0.003894292,0.003465827,0.004635058,0.2902775],"category_scores_gemma":[0.01917823,0.001243344,0.002623575,0.008875678,0.00072943,0.001503737,0.002630231,0.001914607,0.1872174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173267,"about_ca_system_score_gemma":0.00353309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02650367,"about_ca_topic_score_gemma":0.03712057,"domain_scores_codex":[0.9982621,0.0004254856,0.0002097178,0.0005197005,0.0002842951,0.0002986926],"domain_scores_gemma":[0.9925637,0.003584304,0.0007731939,0.001228743,0.0009841492,0.0008660046],"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":[0.0001415894,0.00001620859,0.001071786,0.001538592,0.000108374,0.00002115519,0.00001872699,0.0003088697,0.00003952634,0.0003481848,0.9946632,0.001723753],"study_design_scores_gemma":[0.002455153,0.00006886587,0.007950262,0.001924211,0.0003421986,0.0001391913,0.00008726225,0.0008410529,0.0003045258,0.003159161,0.9826537,0.00007442066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005523418,0.00009557555,0.00004484867,0.0000847668,0.00002264913,0.000007702894,0.9991153,0.0001775112,0.0003964409],"genre_scores_gemma":[0.0007514359,0.0001538677,0.0003075158,0.000264583,0.00002513379,0.0001397537,0.9971048,0.0001840035,0.001068907],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2902775,"threshold_uncertainty_score":0.9710749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115362459932726,"score_gpt":0.4090309438059723,"score_spread":0.2936684838732463,"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."}}