{"id":"W1980769788","doi":"10.1007/s00248-001-1058-9","title":"Lysogeny and Lytic Viral Production during a Bloom of the Cyanobacterium Synechococcus spp.","year":2002,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"","keywords":"Biology; Synechococcus; Lysogenic cycle; Lysogen; Lytic cycle; Cyanobacteria; Microbiology; Temperateness; Heterotroph; Bacteria; Bloom; Population; Botany; Ecology; Bacteriophage; Virology; Biochemistry; Virus; Escherichia coli","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":[0.00005578175,0.0001127343,0.0001455305,0.00002606846,0.0001779809,0.00001634784,0.0001538763,0.00008319398,0.004393144],"category_scores_gemma":[0.00003056477,0.00009105214,0.00006421531,0.0001135767,0.0002862192,0.0001343272,0.0002572245,0.0001351318,0.0002902894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156504,"about_ca_system_score_gemma":0.00000359645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001951434,"about_ca_topic_score_gemma":0.0007834006,"domain_scores_codex":[0.999199,0.00005671244,0.0002078907,0.0002650527,0.00003891317,0.0002323692],"domain_scores_gemma":[0.9996113,0.00001317385,0.0001106157,0.0002206703,0.000008018718,0.0000362687],"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":[0.00001210721,0.00008648679,0.006286889,0.00001040075,0.00001173197,0.000002277947,0.0002070575,0.00002153194,0.9918219,0.000002131542,0.001215407,0.0003220354],"study_design_scores_gemma":[0.0002814239,0.00004679703,0.6457567,0.00001111391,0.00003241588,0.000261188,0.00001932827,0.00003300058,0.3479597,0.0000101866,0.005472074,0.0001161431],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975181,0.00001439307,0.000001756063,0.000828031,0.0006579802,0.0002391691,0.0000119718,0.00001835038,0.0007102336],"genre_scores_gemma":[0.9953734,0.00002912662,0.00008779367,0.0001476761,0.00007688371,0.000008548403,0.000001333609,0.00001120658,0.004264073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6438622,"threshold_uncertainty_score":0.996517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004977425399849981,"score_gpt":0.1745882005826591,"score_spread":0.1696107751828091,"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."}}