{"id":"W7002139356","doi":"","title":"Međusoban odnos bolesti i svakodnevice. Mitchell L. Hammond, Epidemics and the Modern World, Toronto: University of Toronto Press, 2020, 536 str.","year":2021,"lang":"hr","type":"article","venue":"University of Zagreb University Computing Centre (SRCE)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Disease; Epidemiology; Pandemic; Public health; Incidence (geometry)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005217039,0.0005065311,0.0008544651,0.00002620259,0.0006637378,0.00004910701,0.001115318,0.000468774,0.0003089643],"category_scores_gemma":[0.0001764648,0.0006182946,0.0004873368,0.0001645808,0.00114793,0.0001307336,0.002350976,0.0004741736,0.000006444335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004237771,"about_ca_system_score_gemma":0.0004244453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03098162,"about_ca_topic_score_gemma":0.0492442,"domain_scores_codex":[0.9969012,0.0008497585,0.0004101496,0.000787747,0.0004323522,0.0006187839],"domain_scores_gemma":[0.9965725,0.0004090884,0.001000142,0.0009885432,0.0007008315,0.0003289101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01364253,0.00283089,0.03071625,0.00513098,0.01016004,0.001627196,0.6938003,0.04515897,0.01161025,0.01867959,0.1120282,0.05461484],"study_design_scores_gemma":[0.01647023,0.0003819013,0.01098185,0.001093152,0.002914694,0.00008923977,0.502615,0.2654468,0.001419743,0.00008796772,0.1963912,0.002108261],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536521,0.01454247,0.009795283,0.001589754,0.0005895051,0.0009483631,0.0006112403,0.00009551465,0.0181758],"genre_scores_gemma":[0.951298,0.01408232,0.007319095,0.00008441062,0.0000995988,1.190193e-11,0.0002543859,0.00002912303,0.02683306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2202879,"threshold_uncertainty_score":0.9996268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004127639256731549,"score_gpt":0.1851290312620726,"score_spread":0.181001392005341,"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."}}