{"id":"W4387164397","doi":"10.1126/sciadv.adh9768","title":"Microevolutionary patterns in ecotypes of the symbiotic cyanobacterium UCYN-A revealed from a Northwest Atlantic coastal time series","year":2023,"lang":"en","type":"article","venue":"Science Advances","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ecotype; Ecology; Biology; Intraspecific competition; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003182206,0.0001319644,0.0001586429,0.0007935356,0.0002831049,0.0003376247,0.0001570124,0.0001784974,0.0005929475],"category_scores_gemma":[0.0005540861,0.00007071718,0.0001729283,0.000785934,0.0001500274,0.0002046224,0.0004597729,0.0002154799,0.0001027708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003582296,"about_ca_system_score_gemma":0.000229104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02746315,"about_ca_topic_score_gemma":0.07584847,"domain_scores_codex":[0.9999036,0.00001315805,0.000007253604,0.00004133083,0.00001461757,0.00001998078],"domain_scores_gemma":[0.9994553,0.00007260526,0.0001563993,0.00004776223,0.0001551169,0.0001127926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000100464,0.00001638283,0.9767156,0.00001729149,0.00006146078,0.00009514674,0.0003208604,0.0002885801,0.01561207,0.00005685125,0.0003478037,0.006367536],"study_design_scores_gemma":[3.942982e-7,0.000005881307,0.9991022,0.000002529485,0.000005568968,0.0000233209,0.000103005,0.0002454363,0.0001874998,0.00001063408,0.0003115301,0.000002016797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982554,0.00007849395,0.0001719093,0.00001861636,0.000003113905,0.000002363558,0.00115209,0.000005425812,0.0003126012],"genre_scores_gemma":[0.9969343,0.00007073928,0.0004512713,0.00001865607,0.000005211395,0.000009069949,0.002251999,0.000006438001,0.0002522723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02746315,"threshold_uncertainty_score":0.05460656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004423444738482489,"score_gpt":0.2075868628158087,"score_spread":0.2031634180773262,"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."}}