{"id":"W4394545687","doi":"10.6084/m9.figshare.15015816","title":"Human-TB-EALH-2707","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":"Computer science; Environmental science; Remote sensing; Geography","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":[0.001951391,0.002897372,0.002341736,0.004662309,0.001000194,0.003805718,0.003346474,0.004413781,0.2691593],"category_scores_gemma":[0.01921947,0.001222785,0.002683451,0.008596609,0.0006909796,0.001440544,0.002579344,0.001919375,0.1727948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673967,"about_ca_system_score_gemma":0.003520824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02682657,"about_ca_topic_score_gemma":0.03847689,"domain_scores_codex":[0.9982988,0.0004229306,0.0002102901,0.0005031592,0.0002711096,0.0002937842],"domain_scores_gemma":[0.9925425,0.003563066,0.0007907297,0.001255528,0.0009877138,0.0008604381],"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":[0.0001544209,0.00001797137,0.00124756,0.001633808,0.0001201403,0.00002175681,0.00001943682,0.0003163982,0.00004211997,0.0003545939,0.9942163,0.001855441],"study_design_scores_gemma":[0.00247456,0.00006964496,0.008222575,0.001942032,0.0003494976,0.0001365522,0.00008692405,0.000851671,0.0003021027,0.002985673,0.9825095,0.00006926477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006006053,0.0001008007,0.00004412305,0.00008271274,0.00002233275,0.000008141265,0.9990926,0.0001798251,0.0004094927],"genre_scores_gemma":[0.0007880309,0.0001572531,0.0003127458,0.0002665708,0.00002525737,0.0001402391,0.9971089,0.0001760152,0.001025049],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7308407,"threshold_uncertainty_score":0.9004275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183488795565681,"score_gpt":0.4107458134112714,"score_spread":0.2923969338547032,"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."}}