{"id":"W2291268260","doi":"10.1038/ismej.2015.240","title":"Seasonal determinations of algal virus decay rates reveal overwintering in a temperate freshwater pond","year":2016,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Infectivity; Temperate climate; Overwintering; Virus; Algae; Persistence (discontinuity); Ecology; Seasonality; Virology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002569965,0.00008332601,0.00009797761,0.00003647284,0.0001223002,0.00004541509,0.0002057155,0.0000299891,0.006038662],"category_scores_gemma":[0.00001785618,0.00004354977,0.00006761526,0.00007239066,0.0001096006,0.0003518553,0.0001122784,0.0001564027,0.0001487101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222324,"about_ca_system_score_gemma":0.00001339688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000155707,"about_ca_topic_score_gemma":0.001232875,"domain_scores_codex":[0.9992895,0.0000739773,0.0002432206,0.00009355899,0.0001115687,0.0001881372],"domain_scores_gemma":[0.9996635,0.00005810456,0.0001074014,0.0001047747,0.00001243483,0.00005372907],"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":[0.00002446322,0.00003263955,0.006990597,9.85488e-7,0.000008204604,0.0000084079,0.00028887,0.00001657331,0.9870991,0.000007901469,0.001224489,0.004297765],"study_design_scores_gemma":[0.0007640502,0.0001078704,0.6408786,0.0002034841,0.00002051168,0.0008876183,0.0001104031,0.0001614226,0.345221,0.0002973223,0.01116328,0.0001845491],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973969,0.00001524324,0.0002303033,0.001338148,0.0001865674,0.00005278082,0.00003136593,0.000004463676,0.0007442485],"genre_scores_gemma":[0.9972623,0.00002811653,0.0003133711,0.0001078759,0.00007499249,0.000002891886,4.252298e-7,0.000008535796,0.002201508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6418781,"threshold_uncertainty_score":0.9948699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049039520463392,"score_gpt":0.2535937147498392,"score_spread":0.2431033195452053,"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."}}