{"id":"W4394549049","doi":"10.6084/m9.figshare.15015834","title":"Human-TB-EALH-10835","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002027339,0.00291845,0.002370467,0.004952155,0.001004337,0.003875826,0.003411924,0.004612247,0.2883117],"category_scores_gemma":[0.02056927,0.001253921,0.002680811,0.009004994,0.0007108051,0.001549292,0.002695638,0.001897255,0.1808055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731041,"about_ca_system_score_gemma":0.003586198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02789163,"about_ca_topic_score_gemma":0.03859988,"domain_scores_codex":[0.9982014,0.0004475035,0.0002267565,0.0005259852,0.0002875654,0.0003107456],"domain_scores_gemma":[0.9918841,0.003935956,0.0008686431,0.001324547,0.001078313,0.0009083936],"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":[0.0001468221,0.00001593519,0.00116441,0.001607436,0.0001160752,0.00002118797,0.00001928635,0.0003114016,0.00003743669,0.0003572625,0.9943982,0.00180446],"study_design_scores_gemma":[0.002522575,0.00006933646,0.008296302,0.002019583,0.0003583356,0.0001380013,0.00008642174,0.0008417109,0.0002848622,0.003017294,0.9822911,0.00007444458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00005690538,0.00009846265,0.00004524039,0.00008476598,0.00002323075,0.000007985022,0.9990914,0.0001783677,0.0004136342],"genre_scores_gemma":[0.0008090637,0.0001646278,0.0003240674,0.000282881,0.00002744776,0.0001523915,0.9969409,0.0001871786,0.001111309],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7116883,"threshold_uncertainty_score":0.9644988,"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."}}