{"id":"W4403494950","doi":"10.2139/ssrn.4990470","title":"Survival and Toxin Accumulation in Crassostrea Virginica Larvae Following Exposure to Various Dinophysis Species","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Crassostrea; Larva; Biology; Toxin; Zoology; Toxicology; Ecology; Microbiology; Oyster","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":[0.00006592195,0.0002779748,0.000207231,0.0003532791,0.000281994,0.0003705155,0.0001254629,0.0003511815,0.001876167],"category_scores_gemma":[0.0001976023,0.0001650297,0.0002538699,0.0001863805,0.0002491596,0.0002388528,0.0002709735,0.0004543462,0.000250753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005778273,"about_ca_system_score_gemma":0.0002402325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221338,"about_ca_topic_score_gemma":0.01813544,"domain_scores_codex":[0.9999368,0.000004058949,0.0000047298,0.00002089646,0.000008833802,0.00002465368],"domain_scores_gemma":[0.9998578,0.00002258511,0.00003018915,0.00001068259,0.00003114684,0.00004769369],"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":[0.003021963,0.0001528661,0.02862691,0.0000777744,0.00004193858,0.00019043,0.0002773172,0.0001384212,0.9636713,0.00005977233,0.00009249557,0.003648827],"study_design_scores_gemma":[0.00003837709,0.004313365,0.7287112,0.00003297879,0.0001490355,0.0003086315,0.0007973013,0.0006087749,0.2637974,0.00007316015,0.001147163,0.00002254356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992053,0.0001709773,0.00003049491,0.00001603116,0.000004701848,0.000004034742,0.0001746844,0.000002396664,0.0003914524],"genre_scores_gemma":[0.9955732,0.0002429284,0.00008493185,0.00004046449,0.000003544052,0.000010148,0.0004522747,0.000002597046,0.003589972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221338,"threshold_uncertainty_score":0.0242846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056162379833356,"score_gpt":0.2543159840306594,"score_spread":0.2337543602323258,"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."}}