{"id":"W3147428898","doi":"10.1016/j.hal.2021.102025","title":"Determination of optimal culture conditions for toxin production by a Prorocentrum lima complex strain with high diarrhetic shellfish toxins yield","year":2021,"lang":"en","type":"article","venue":"Harmful Algae","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bio-oriented Technology Research Advancement Institution; Swine Innovation Porc","keywords":"Diarrhetic shellfish poisoning; Okadaic acid; Shellfish poisoning; Shellfish; Biology; Strain (injury); Toxin; Dinoflagellate; Microbiology; Food science; Botany; Fishery; Aquatic animal; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001840632,0.0001545001,0.0001839731,0.0000287779,0.0001633597,0.0000364849,0.0001037926,0.00007200902,0.003188009],"category_scores_gemma":[0.0001423862,0.0001366647,0.0000660983,0.0002649537,0.0001308184,0.0001997207,0.00006603754,0.0001082115,0.00001477842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007713494,"about_ca_system_score_gemma":0.00002280361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005538745,"about_ca_topic_score_gemma":0.0001795107,"domain_scores_codex":[0.9988296,0.00006728726,0.0002445449,0.000408278,0.000216168,0.0002340917],"domain_scores_gemma":[0.9994342,0.00004873655,0.0001378324,0.0002267734,0.0000612959,0.00009120144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001410645,0.0005351096,0.002186403,0.00010592,0.0000285642,0.000006375411,0.0005182183,0.0007495333,0.9417236,0.000204086,0.02011628,0.03368488],"study_design_scores_gemma":[0.001553306,0.001131074,0.03624743,0.0000682411,0.0001318585,0.0001552033,0.0007673856,0.007841978,0.9001836,0.001042216,0.0502456,0.0006321428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766887,0.0000376617,0.1145669,0.001677843,0.0003156044,0.001332727,0.0005733308,0.0001216694,0.00468555],"genre_scores_gemma":[0.889724,0.00002227374,0.1039527,0.0002088838,0.00008810547,0.0001757291,0.0003007842,0.00002675211,0.005500787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04154,"threshold_uncertainty_score":0.9977232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806262982139955,"score_gpt":0.2616524549736361,"score_spread":0.2435898251522365,"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."}}