{"id":"W4315640861","doi":"10.1016/j.hal.2023.102381","title":"Interactions between chytrids cause variable infection strategies on harmful algal bloom forming species","year":2023,"lang":"en","type":"article","venue":"Harmful Algae","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"National Institute of Environmental Health Sciences; Geological Survey of Belgium; Natural Sciences and Engineering Research Council of Canada; Department of Natural Resources; National Institutes of Health; Bowling Green State University; National Science Foundation","keywords":"Biology; Chytridiomycota; Host (biology); Population; Pathogen; Microbiology; Obligate; Botany; Ecology; Gene; Ascomycota; Genetics","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":["insufficient_payload"],"category_scores_codex":[0.0002773455,0.0001846379,0.000207962,0.0001104574,0.0005840194,0.00005971087,0.0002429073,0.000117921,0.01527431],"category_scores_gemma":[0.00007440296,0.0001836095,0.00007224983,0.000497329,0.0001705133,0.0004616994,0.0003265112,0.0005029298,0.005822192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402292,"about_ca_system_score_gemma":0.0000246127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546115,"about_ca_topic_score_gemma":0.001695353,"domain_scores_codex":[0.998823,0.0001649447,0.0002306445,0.0002756902,0.00009596275,0.000409703],"domain_scores_gemma":[0.9991083,0.0003790472,0.00009035286,0.0003286108,0.00001371313,0.00008002224],"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":[0.0002835154,0.000658701,0.2856612,0.00008864605,0.0004826904,0.00005054946,0.005094887,0.01286333,0.3684787,0.01044542,0.3058228,0.01006965],"study_design_scores_gemma":[0.0005225237,0.0003204368,0.7103575,0.00003011823,0.00006912726,0.00001708651,0.0004891581,0.0003659246,0.009743296,0.005724098,0.2719513,0.0004094847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588585,0.000002663162,0.0002931052,0.0003039482,0.0006905804,0.0001683338,0.00003695269,0.0002318172,0.03941402],"genre_scores_gemma":[0.9962376,0.00004245449,0.0001279974,0.0002186896,0.0002379319,0.00002953138,0.0002321265,0.00001945119,0.002854182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4246963,"threshold_uncertainty_score":0.9949519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04293484994922154,"score_gpt":0.2863611338296751,"score_spread":0.2434262838804536,"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."}}