{"id":"W7057102167","doi":"","title":"IDENTIFICATION OF BIOMARKERS OF SUB-LETHAL ALGAL TOXIN EXPOSURE IN ATLANTIC SALMON (SALMO SALAR) AND CHINOOK SALMON (ONCORHYNCHUS TSHAWYTSCHA) USING DIFFERENTIAL GENE EXPRESSION ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Scholar Works at UT Tyler (The University of Texas at Tyler)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chinook wind; Aquaculture; Algal bloom; Transcriptome; Toxin; Microcystin; Oncorhynchus; Cyanobacteria; Aquatic animal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007905112,0.0002279772,0.000489866,0.0007112044,0.0002936805,0.00003533791,0.0004817196,0.0001347579,0.007685485],"category_scores_gemma":[0.00002922458,0.0002179059,0.0002762998,0.001495322,0.0002720752,0.0001186527,0.0008314243,0.00032559,0.00001878996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005733695,"about_ca_system_score_gemma":0.00005507388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344504,"about_ca_topic_score_gemma":0.0002682981,"domain_scores_codex":[0.997674,0.0003736436,0.0005126557,0.0004746416,0.0006270835,0.0003379345],"domain_scores_gemma":[0.998598,0.0001760889,0.0003820425,0.0005835021,0.000145536,0.0001147756],"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":[0.0002707195,0.0001129559,0.3943989,0.00005159427,0.0002926121,0.000007650128,0.0004284968,0.0004156795,0.5989016,0.00001791019,0.0002421621,0.004859692],"study_design_scores_gemma":[0.00151891,0.00007007779,0.8608845,0.0001715915,0.0004178451,9.501867e-7,0.001162445,0.0142999,0.1210216,0.00001583707,0.0001985986,0.0002376234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979853,0.0001143042,0.0007429678,0.0001229949,0.00005217594,0.0004502073,0.00005337874,0.00001826887,0.0004604238],"genre_scores_gemma":[0.998777,0.00007818652,0.0002057707,0.000001733199,0.00003053749,0.000001058765,0.0001654854,0.00001586241,0.0007243716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.47788,"threshold_uncertainty_score":0.9932216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121900722891979,"score_gpt":0.2296173277603331,"score_spread":0.2183983205314133,"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."}}