{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001790599,0.00006503382,0.00009395898,0.00001413631,0.00005531609,0.000001602184,0.0002418073,0.0000662996,0.003528604],"category_scores_gemma":[0.00005229611,0.00005482592,0.00002343839,0.00006596604,0.0003605926,0.00002766874,0.0003425759,0.0001722968,0.003854536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003757782,"about_ca_system_score_gemma":0.00001035496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008168571,"about_ca_topic_score_gemma":0.0002117003,"domain_scores_codex":[0.9993713,0.0001995197,0.00008451775,0.0001321245,0.00002002139,0.0001925394],"domain_scores_gemma":[0.9996597,0.00004181981,0.00002868856,0.0001818969,0.000004601779,0.00008326428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001165257,0.0004505285,0.4065687,0.000007538273,0.00002069781,0.00000310593,0.001694699,0.0001304623,0.03680239,0.01529631,0.3945222,0.1443868],"study_design_scores_gemma":[0.0002343958,0.0001417393,0.01257883,0.000001124692,0.000002929132,0.00000642125,0.00001778052,0.00003598845,0.0002305268,0.02961415,0.9570379,0.0000982512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736994,0.0002628575,0.0003357613,0.0003718335,0.001188029,0.00008529172,0.000006759144,0.00004290097,0.0240072],"genre_scores_gemma":[0.9992992,0.00002522354,0.0001323098,0.0002665982,0.00006082258,0.000006267793,0.00006514481,0.00000319176,0.0001412178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5625156,"threshold_uncertainty_score":0.9973823,"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."}}