{"id":"W3213973148","doi":"10.1016/j.isci.2021.103439","title":"Saline lakes on the Qinghai-Tibet Plateau harbor unique viral assemblages mediating microbial environmental adaption","year":2021,"lang":"en","type":"article","venue":"iScience","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Plateau (mathematics); Ecology; Environmental science; Microbial ecology; Environmental chemistry; Biology; Chemistry; Bacteria; Paleontology","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":[0.0002786436,0.0001529703,0.0001113984,0.00002075401,0.0004629771,0.0001387869,0.0003175676,0.00005935999,0.003111639],"category_scores_gemma":[0.00007342779,0.0001140037,0.00006998646,0.0001787201,0.0002960181,0.0003859697,0.0002531421,0.0002393546,0.0007054604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789162,"about_ca_system_score_gemma":0.00002080502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001420498,"about_ca_topic_score_gemma":0.000275547,"domain_scores_codex":[0.9987297,0.0001024488,0.0002016821,0.0004091414,0.0002377582,0.0003192844],"domain_scores_gemma":[0.9994134,0.0001260711,0.0001001414,0.0002781337,0.000004603643,0.00007760023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000648473,0.00007829202,0.0003933518,0.000001069118,0.000003338886,0.00001543533,0.0002806421,0.0002481937,0.9954318,0.0001222281,0.001208827,0.00221033],"study_design_scores_gemma":[0.0002032715,0.0001018079,0.07932867,0.00003815967,0.00001476057,0.00005964985,0.0004345658,0.001376817,0.8861439,0.00008250846,0.03191213,0.0003037079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938081,0.00003715207,0.0003744714,0.00251004,0.0004341953,0.0001250394,0.00004354117,0.00003776995,0.002629694],"genre_scores_gemma":[0.9960397,0.00004238693,0.0006408409,0.0013537,0.0001100086,0.000010599,0.00001791013,0.00001239358,0.001772393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092879,"threshold_uncertainty_score":0.9977996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069662698913769,"score_gpt":0.2225238675970789,"score_spread":0.2118272406079412,"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."}}