{"id":"W4248018659","doi":"10.1016/j.cub.2015.05.025","title":"Archaea","year":2015,"lang":"en","type":"article","venue":"Current Biology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Archaea; Evolutionary biology; Computational biology; Genetics; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003380724,0.001582094,0.0006336491,0.001360309,0.001638791,0.002238161,0.0005633029,0.0008227061,0.02048734],"category_scores_gemma":[0.0004438167,0.0004208985,0.0006889208,0.00118081,0.0006381797,0.0008457586,0.002428654,0.001336951,0.01915631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005523805,"about_ca_system_score_gemma":0.001148427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974658,"about_ca_topic_score_gemma":0.001882396,"domain_scores_codex":[0.9994436,0.0000499568,0.00003587806,0.0001800811,0.0001404822,0.000150084],"domain_scores_gemma":[0.9997001,0.00001649203,0.00004092451,0.00007025179,0.00007842088,0.00009396839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001457229,0.0001963411,0.01522698,0.001617803,0.0001519848,0.001435671,0.001296688,0.000269882,0.776289,0.01352326,0.01375511,0.17478],"study_design_scores_gemma":[0.00006064744,0.0004222061,0.03064618,0.0002423871,0.0001334361,0.003172198,0.001800882,0.0003387698,0.1591221,0.003447931,0.8005402,0.00007294647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5891153,0.0396553,0.03178731,0.003921106,0.003618995,0.00064548,0.02359335,0.00415989,0.3035033],"genre_scores_gemma":[0.7119739,0.01318998,0.02155045,0.001960448,0.0005718805,0.0002637643,0.02258238,0.000476463,0.2274308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02048734,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08164064885673508,"score_gpt":0.3223090218983796,"score_spread":0.2406683730416445,"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."}}