{"id":"W1998355768","doi":"10.1139/f03-039","title":"Red blood cell Hsp 70 mRNA and protein as bio-indicators of temperature stress in the brook trout (<i>Salvelinus fontinalis</i>)","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salvelinus; Trout; Heat shock protein; Hsp70; Fontinalis; Heat shock; Biology; Biomarker; Andrology; Chemistry; Fish <Actinopterygii>; Biochemistry; Medicine; Fishery; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009432507,0.00009873011,0.0001545992,0.0001583414,0.0001820577,0.0001317065,0.0002940231,0.00008474329,0.0000218331],"category_scores_gemma":[0.0004162532,0.00006521548,0.00003716412,0.0002976348,0.0006069455,0.00001756128,0.00001398408,0.0001563044,1.4667e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008010889,"about_ca_system_score_gemma":0.001149373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716189,"about_ca_topic_score_gemma":0.006622739,"domain_scores_codex":[0.9988937,0.0001808002,0.0002649511,0.0001607733,0.0002334555,0.0002663183],"domain_scores_gemma":[0.999456,0.00002731276,0.0001202202,0.0001220273,0.00004360226,0.0002307662],"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":[0.00007594209,0.0001330078,0.3285189,0.0002042182,0.00007622525,0.0002857883,0.00323534,0.000009341237,0.6598564,0.0006293169,0.002394738,0.004580755],"study_design_scores_gemma":[0.00160936,0.003439703,0.01387027,0.0003067311,0.00004515452,0.0003998975,0.00852766,0.00001468903,0.9370291,0.001036464,0.03333674,0.000384179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936315,0.002995223,0.000003510768,0.001391338,0.00003610565,0.0001893847,0.000007195626,4.242239e-7,0.001745266],"genre_scores_gemma":[0.9989062,0.0001259006,0.0004679859,0.0001163117,0.00003972331,0.000005059128,9.573049e-7,0.000005069241,0.0003328022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3146487,"threshold_uncertainty_score":0.3695644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008837960117627643,"score_gpt":0.2324841935859145,"score_spread":0.2236462334682869,"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."}}