{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002773998,0.0001466476,0.0003570564,0.0001030088,0.0005184134,0.000006383489,0.0006426628,0.00007026244,0.09286787],"category_scores_gemma":[0.000009499376,0.0001592018,0.0001631884,0.001090372,0.0002048234,0.00003732614,0.001217125,0.0002923269,0.0001496677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200405,"about_ca_system_score_gemma":0.0000168667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009372486,"about_ca_topic_score_gemma":0.003366247,"domain_scores_codex":[0.9986271,0.000337291,0.0002706774,0.0002993527,0.0001366097,0.0003289582],"domain_scores_gemma":[0.999244,0.00004157601,0.0001392309,0.0005087324,0.000005965942,0.00006044212],"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":[0.00004221683,0.0004624799,0.08499157,0.000005866785,0.0003038327,0.00001438193,0.003878776,0.006248823,0.8967215,0.00003433015,0.006863539,0.0004326113],"study_design_scores_gemma":[0.0006513277,0.0003200758,0.925383,0.000001782237,0.0007595677,0.00004498503,0.0006112748,0.0009733468,0.03795224,0.0006254074,0.03231913,0.0003579202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976484,0.00008642771,0.0003881696,0.0001263664,0.0001113822,0.0001310061,0.000280355,0.00002797292,0.001199946],"genre_scores_gemma":[0.99743,0.000008889412,0.001369952,0.0005087048,0.00001323789,0.00001090705,0.0001826247,0.00001497042,0.0004607326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8587694,"threshold_uncertainty_score":0.9079614,"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."}}