{"id":"W4392040791","doi":"10.1007/s00343-023-3037-1","title":"Morphological and molecular analyses of a Philine kinglipini outbreak in summer of 2022 in Jiaozhou Bay, China","year":2024,"lang":"en","type":"article","venue":"Journal of Oceanology and Limnology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Bay; China; Outbreak; Geography; Oceanography; Physical geography; Biology; Geology; Virology; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002271381,0.0000835679,0.0003300974,0.0002431251,0.00001164447,0.000004183332,0.00009471258,0.0001524835,0.0005448672],"category_scores_gemma":[0.00006399917,0.00006418223,0.00005646178,0.0001986576,0.0003936154,0.00009677685,0.000123622,0.0003581252,0.000001948944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002265676,"about_ca_system_score_gemma":0.00001220379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429152,"about_ca_topic_score_gemma":0.0001730293,"domain_scores_codex":[0.9991393,0.00009877781,0.0004384523,0.0001426795,0.00004478278,0.000135977],"domain_scores_gemma":[0.9996698,0.00007650378,0.0001475482,0.00006745521,0.000008690412,0.00002993964],"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":[0.000155914,0.0001864295,0.0859277,0.00002356603,0.00006327424,0.0006412981,0.0003595306,0.00009679128,0.9085783,0.0002838163,0.0001275015,0.00355588],"study_design_scores_gemma":[0.0007157071,0.0008625222,0.9710486,0.00008339203,0.00006226469,0.002326246,0.000186478,0.0002244951,0.02154391,0.001336152,0.001511388,0.00009885124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995755,0.002151788,0.00005553262,0.001584635,0.0001674837,0.00003733502,0.000006619331,0.000002423395,0.0002392129],"genre_scores_gemma":[0.9988012,0.0007732281,0.0002633981,0.0000991142,0.00001437459,4.930685e-7,0.000001047157,0.000004245861,0.00004287274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8870344,"threshold_uncertainty_score":0.5965914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943644286761517,"score_gpt":0.3092771388502711,"score_spread":0.2898406959826559,"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."}}