{"id":"W2297498533","doi":"10.14288/1.0053315","title":"Viral ecology of lakes : a descriptive and ecological study of viruses that infect phytoplankton","year":2008,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecology; Phytoplankton; Biology; Nutrient","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008328407,0.0001252777,0.0003738604,0.00001900612,0.0002270732,0.00006341036,0.00021189,0.000101927,0.043976],"category_scores_gemma":[0.0000110737,0.0001816306,0.00007763667,0.0002271138,0.00039009,0.000703735,0.0003289266,0.0002719005,0.000009403753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005886004,"about_ca_system_score_gemma":0.00005241618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005532217,"about_ca_topic_score_gemma":0.1223293,"domain_scores_codex":[0.9985303,0.0001489266,0.0003182716,0.0003660996,0.0001128411,0.0005236056],"domain_scores_gemma":[0.9994345,0.0001302437,0.0001806119,0.0001715051,0.000006638952,0.00007655287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009173271,0.001647382,0.9740397,0.00001163419,0.0001129136,0.00009156208,0.0004258885,0.0001059487,0.001605532,0.0002303095,0.01806266,0.003574716],"study_design_scores_gemma":[0.0009893774,0.002979913,0.9844553,0.00003052085,0.00004093836,0.0002978313,0.000135935,0.00003607244,0.0003413747,0.005400619,0.005066114,0.0002259953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843981,0.0002444331,5.663901e-7,0.00001715122,0.0001227304,0.0004968836,0.00002051624,0.00005051804,0.01464913],"genre_scores_gemma":[0.9980797,0.0006887364,0.00008176671,0.0002021533,0.00005991323,0.00003429753,0.00001209999,0.00002142124,0.0008199073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167971,"threshold_uncertainty_score":0.9568979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059523586529756,"score_gpt":0.1910200067502617,"score_spread":0.1804247708849641,"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."}}