{"id":"W4409691901","doi":"10.1002/9781118960608.gbm01270.pub2","title":"<i>Geotoga</i>","year":2025,"lang":"en","type":"other","venue":"Bergey's Manual of Systematics of Archaea and Bacteria","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004767108,0.0003283825,0.001176123,0.0003362099,0.00002996276,0.00004808254,0.001054015,0.0002367118,0.00004542633],"category_scores_gemma":[0.00004184217,0.0002803562,0.0001537565,0.0002247727,0.0001096774,0.0000644336,0.0006179856,0.0001065955,0.00001701638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001190245,"about_ca_system_score_gemma":0.000115904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003190076,"about_ca_topic_score_gemma":0.00002002785,"domain_scores_codex":[0.997902,0.0001676055,0.0009271482,0.0003808395,0.0003700907,0.0002522788],"domain_scores_gemma":[0.9976604,0.0001589371,0.001108099,0.0008626151,0.0001217276,0.00008822863],"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":[0.00003346595,0.0004339646,0.0006500391,0.1211257,0.001602975,0.00005158849,0.002595213,0.00002705354,0.001886545,0.3375817,0.5310776,0.002934198],"study_design_scores_gemma":[0.00323364,0.001075141,0.001644824,0.08876731,0.0004841902,0.0001392085,0.000407711,0.004745048,0.002024852,0.006589513,0.8879913,0.002897272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003439896,0.004018731,0.3005472,0.0002648647,0.004937312,0.002308868,0.001021214,0.0005199443,0.682942],"genre_scores_gemma":[0.3415553,0.0003535561,0.05716015,0.00007601255,0.0005306986,0.00004625729,0.0001688832,0.0002618606,0.5998473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3569137,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007964573939384722,"score_gpt":0.2374180631758737,"score_spread":0.229453489236489,"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."}}