{"id":"W4405233309","doi":"10.1002/9781683674849.cmph0037","title":"Anaerobic Cocci","year":2023,"lang":"en","type":"other","venue":"ClinMicroNow","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Anaerobic exercise; Gram-Positive Cocci; Microbiology; Biology; Paleontology; Bacteria; Staphylococcus aureus","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001203562,0.0001592928,0.0001563378,0.00005944259,0.00003133823,0.00003321263,0.0001928692,0.0003522947,0.0007844887],"category_scores_gemma":[0.0001370682,0.0001716137,0.00009349884,0.00006391195,0.00005702419,6.072846e-7,0.00009153861,0.00008641438,0.001393299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001139729,"about_ca_system_score_gemma":0.00005301949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009252856,"about_ca_topic_score_gemma":0.001490787,"domain_scores_codex":[0.9991544,0.000035213,0.0001767294,0.0004169395,0.00004667833,0.000169999],"domain_scores_gemma":[0.9992535,0.000007657395,0.0001223211,0.0005338299,0.00002719363,0.00005556662],"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":[0.000003819646,0.00001771064,0.000338715,0.00002208326,0.00003967441,0.000001119469,0.000004225586,1.911858e-7,0.1697772,0.00001452284,0.8270517,0.002729022],"study_design_scores_gemma":[0.0001478508,0.00002648412,0.0008494292,0.00004089136,0.00001640169,0.00000162839,0.000008157889,0.000001308791,0.005322214,0.000007788801,0.9933796,0.0001982489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04412405,0.005252973,0.0009047229,0.000725636,0.01112434,0.001967313,0.0008797238,0.003330611,0.9316906],"genre_scores_gemma":[0.003295046,0.0003515443,0.0006221024,0.0001426772,0.001217145,0.0000166666,0.0005994235,0.0007912659,0.9929641],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1663279,"threshold_uncertainty_score":0.9993842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840920383720996,"score_gpt":0.2808599246731162,"score_spread":0.2624507208359062,"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."}}