{"id":"W4318052358","doi":"10.3390/microbiolres14010012","title":"Heterosigma akashiwo, a Fish-Killing Flagellate","year":2023,"lang":"en","type":"article","venue":"Microbiology Research","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Heterosigma akashiwo; Flagellate; Algal bloom; Biology; Fish mortality; Fish <Actinopterygii>; Ecology; Fishery; Phytoplankton; Botany","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":["insufficient_payload"],"category_scores_codex":[0.002443155,0.00009784799,0.0001325923,0.0001596387,0.0003506923,0.00003094327,0.0003186248,0.0001323086,0.006725326],"category_scores_gemma":[0.000121079,0.00008382107,0.00005769847,0.001007698,0.0003928623,0.00005077461,0.0007963182,0.0004177737,0.009907537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007988744,"about_ca_system_score_gemma":0.000007185673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002632181,"about_ca_topic_score_gemma":0.0002082365,"domain_scores_codex":[0.9980387,0.0005736489,0.0001676391,0.0004239613,0.0001233373,0.0006726818],"domain_scores_gemma":[0.9992648,0.0002811396,0.00002231548,0.000318434,0.00001559742,0.00009769164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000191769,0.00001423124,0.009053621,0.000004727824,0.000005363037,0.00002035295,0.00009221317,0.0001604516,0.9504916,0.000005838415,0.02920868,0.01092371],"study_design_scores_gemma":[0.0004639955,0.0002755639,0.0291148,0.00001091584,0.000003346037,0.00009338687,0.0001244567,0.001590383,0.2091677,0.001143287,0.7577052,0.0003070712],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824681,0.00000761097,0.0001704483,0.0007578504,0.0001839138,0.0001673599,0.00000931134,0.0001388677,0.01609651],"genre_scores_gemma":[0.960067,0.0000958224,0.001498533,0.000340271,0.0001096949,0.00004439928,0.00002528962,0.00002716273,0.03779177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7413239,"threshold_uncertainty_score":0.9941826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09501024363392707,"score_gpt":0.389501829227844,"score_spread":0.294491585593917,"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."}}