{"id":"W4392257719","doi":"10.53555/sfs.v10i5.2211","title":"The Effect Of Fungi On Human Health","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Umm Al-Qura University","keywords":"Human health; Biology; Computational biology; Environmental health; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006355786,0.00004098842,0.0001782389,0.00008588748,0.0002067745,0.000009944632,0.0001537754,0.00002434387,0.00001141128],"category_scores_gemma":[0.0004648218,0.00001989527,0.00003879776,0.0006129168,0.0004503238,0.00003965065,0.00001455599,0.0001421357,0.000004592776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001681692,"about_ca_system_score_gemma":0.00009162872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001008165,"about_ca_topic_score_gemma":0.0003083981,"domain_scores_codex":[0.999094,0.0002722833,0.0002738032,0.00005886075,0.0001803253,0.0001207394],"domain_scores_gemma":[0.9982594,0.001394196,0.0001950133,0.00007287936,0.00004208473,0.00003641854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027988,0.0000127954,0.9873335,0.00001170693,0.00000629736,0.000002112044,0.00008590936,0.000006968586,0.001025798,0.000112619,0.007381372,0.003918067],"study_design_scores_gemma":[0.0002055453,0.003151973,0.9931499,0.00005407847,0.000002010175,0.000009083395,0.00009466486,0.000003583496,0.001550432,0.0001286529,0.001632235,0.00001784284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993318,0.0003069185,7.850674e-7,0.005296188,0.0001532412,0.00007586068,0.000003838277,0.000003999379,0.0008411492],"genre_scores_gemma":[0.9994038,0.0002685406,0.00001730888,0.00009738789,0.00003384876,0.00000192782,0.000001555203,0.000001551785,0.0001740216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006085838,"threshold_uncertainty_score":0.2202801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2264397657115899,"score_gpt":0.3887377135011671,"score_spread":0.1622979477895772,"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."}}