{"id":"W6977258614","doi":"10.6084/m9.figshare.13227974.v1","title":"Bacteria are our friends: We are living with them","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Alexander von Humboldt Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bacteria; Gut bacteria; Human blood; Pathogenic bacteria; Microorganism","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001787599,0.0002132253,0.0002998619,0.00002044531,0.000215539,0.00002763115,0.0002547864,0.0001449019,0.1501335],"category_scores_gemma":[0.0003758492,0.0001650542,0.00005929722,0.0001151941,0.00001297892,0.0001006349,0.0002736902,0.0002710505,0.0162991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001824066,"about_ca_system_score_gemma":0.00002980832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001819,"about_ca_topic_score_gemma":0.00001775087,"domain_scores_codex":[0.999095,0.00006587183,0.0001444227,0.0003395457,0.00003543401,0.0003197451],"domain_scores_gemma":[0.9993961,0.00009632791,0.000176716,0.0002060972,0.00008849493,0.00003620363],"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":[0.00003641583,0.00003481446,0.01061952,0.0001820025,0.0003087452,0.00003124964,0.002640837,0.000001242279,0.001687411,0.00000663042,0.9842,0.0002511097],"study_design_scores_gemma":[0.001113469,0.0002394777,0.2008895,0.004955689,0.00007935701,0.00009693659,0.02202725,0.000002600023,0.006224056,0.00001042652,0.7635799,0.0007813857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1537376,0.0273374,0.0000207799,0.04122738,0.001351028,0.002311305,0.735935,0.003465526,0.03461388],"genre_scores_gemma":[0.9907342,0.00001381214,0.00002486192,0.000932489,0.0001230328,0.00009536667,0.006806907,0.00003337658,0.001235988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8369965,"threshold_uncertainty_score":0.9844669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08219786566202031,"score_gpt":0.2414977129715035,"score_spread":0.1592998473094832,"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."}}