{"id":"W4408071494","doi":"10.1101/2025.02.25.640121","title":"Evaluation of parasitic contamination and effects on estimates of mitochondrial enzymatic activities in infected fish livers","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Contamination; Fish <Actinopterygii>; Biology; Enzyme; Zoology; Toxicology; Fishery; Ecology; Biochemistry","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":[0.00112445,0.000805487,0.0004341034,0.0009540434,0.0004654342,0.0005999915,0.0002715155,0.0004865959,0.001284355],"category_scores_gemma":[0.001758846,0.0005076356,0.0003680352,0.0004908651,0.0010513,0.0003863005,0.0006463588,0.0006630484,0.0003587217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362585,"about_ca_system_score_gemma":0.0002907174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001772726,"about_ca_topic_score_gemma":0.003822684,"domain_scores_codex":[0.9982923,0.0003020717,0.0002142669,0.0003828443,0.0006448947,0.0001637195],"domain_scores_gemma":[0.9984375,0.0003069122,0.0006049141,0.0001474483,0.0003689548,0.0001342829],"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":[0.0005923182,0.00009883662,0.03794853,0.0001930003,0.00005922254,0.00009289676,0.0003279174,0.0001454416,0.9575081,0.00003233274,0.00003801392,0.002963442],"study_design_scores_gemma":[0.00001792154,0.002651215,0.3618426,0.00005813529,0.000176118,0.0004101346,0.0004480886,0.00147874,0.6315825,0.0000790354,0.001212865,0.00004268608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923844,0.0007412303,0.005293723,0.00005043596,0.00002622117,0.0001228722,0.0004932964,0.00006565818,0.0008219841],"genre_scores_gemma":[0.9836237,0.0006241863,0.01271175,0.0001119058,0.00001485948,0.0002144485,0.001134238,0.00005728743,0.001507517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001772726,"threshold_uncertainty_score":0.005946755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278698385498865,"score_gpt":0.2809758549184787,"score_spread":0.26818887106349,"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."}}