{"id":"W1973803561","doi":"10.1111/j.1462-2920.2007.01421.x","title":"Microbial community diversity in the phycosphere of natural populations of the toxic alga, <i>Alexandrium fundyense</i>","year":2007,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Directorate for Biological Sciences; University of Massachusetts; National Science Foundation","keywords":"Biology; Alexandrium tamarense; Temperature gradient gel electrophoresis; Saxitoxin; Gammaproteobacteria; Algal bloom; Population; Microbial population biology; Phylogenetic diversity; Paralytic shellfish poisoning; Dinoflagellate; Ecology; Phytoplankton; Phylogenetic tree; Bacteria; Shellfish; Microbiology; 16S ribosomal RNA; Genetics; Aquatic animal; Fishery; Gene","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":[0.0008255256,0.0001649025,0.0002496084,0.00002423135,0.0006036377,0.000002012803,0.001152253,0.0001827669,0.001517105],"category_scores_gemma":[0.00002171338,0.000114648,0.0001405849,0.0001851014,0.001761691,0.00006067892,0.001851129,0.0007854114,0.000053505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293244,"about_ca_system_score_gemma":0.000005726327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853111,"about_ca_topic_score_gemma":0.01407596,"domain_scores_codex":[0.9979951,0.001089462,0.000367545,0.0001633687,0.00005936904,0.0003250892],"domain_scores_gemma":[0.9988366,0.0003113484,0.0002284685,0.0005981147,0.00000232539,0.00002319155],"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":[0.00007508007,0.0003751459,0.2027521,0.000004917114,0.0000111514,0.000001000098,0.00200089,0.00009241648,0.7926811,0.00005514639,0.001791296,0.0001597934],"study_design_scores_gemma":[0.0005782967,0.0001450074,0.9452792,0.000007988732,0.0000241368,0.0000655134,0.000832879,0.000002403228,0.04968153,0.0006294099,0.002603862,0.0001497677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978747,0.00007845381,0.00002114769,0.0001425005,0.0003065028,0.0003040117,0.0001014348,0.000005135546,0.001166118],"genre_scores_gemma":[0.9987777,0.000009536495,0.0001367392,0.000795543,0.00001195171,0.000001748059,0.0001088434,0.000006919678,0.000150996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7429996,"threshold_uncertainty_score":0.9993957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731046070816793,"score_gpt":0.2173329519819325,"score_spread":0.2000224912737645,"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."}}