{"id":"W4293771699","doi":"10.3390/microorganisms10091723","title":"Genetic Analysis of a Large-Scale Phaeocystis globosa Bloom Offshore Qingdao, China","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Polit National Laboratory for Marine Science and Technology; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Bloom; Haptophyte; Biology; Algal bloom; Bay; Genetic diversity; China; Ecology; Oceanography; Geography; Phytoplankton","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":[0.0001809625,0.0004109141,0.0002235781,0.000999825,0.0005603638,0.0002686733,0.0001747895,0.0002295599,0.0002082287],"category_scores_gemma":[0.0001991525,0.0001909313,0.0003263172,0.001103176,0.0002607335,0.0001357601,0.0004429629,0.0001945214,0.00005769983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004945799,"about_ca_system_score_gemma":0.0005134274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03957159,"about_ca_topic_score_gemma":0.05837085,"domain_scores_codex":[0.9998779,0.00000828864,0.000009954824,0.00004623266,0.00002755478,0.00002995314],"domain_scores_gemma":[0.9997665,0.00002225349,0.00006879267,0.00001400149,0.00004681665,0.00008166301],"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":[0.0001460578,0.00006252595,0.3006881,0.00007556647,0.00005799649,0.0006711971,0.001055612,0.0004445844,0.6904406,0.00006653954,0.00006469149,0.00622652],"study_design_scores_gemma":[0.00000373285,0.00005567515,0.9967591,0.000002560112,0.00001461806,0.0000787073,0.0002964391,0.0002935956,0.002314746,0.000007406813,0.0001685979,0.000004806962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995118,0.0000296927,0.00009991036,0.000008568893,0.00000127707,0.000007633619,0.0001949752,0.00000170659,0.0001442655],"genre_scores_gemma":[0.9987506,0.00006134169,0.0003035663,0.0000185756,0.000002190964,0.00001323729,0.000585717,0.000001965084,0.0002628452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03957159,"threshold_uncertainty_score":0.07868248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00400693401682506,"score_gpt":0.2075271348226292,"score_spread":0.2035202008058041,"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."}}