{"id":"W4220861528","doi":"10.1111/jfb.15037","title":"An updated review of cold shock and cold stress in fish","year":2022,"lang":"en","type":"review","venue":"Journal of Fish Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada); Petro-Canada; Carleton University","funders":"","keywords":"Biology; Fish <Actinopterygii>; Shock (circulatory); Relevance (law); Population; Cold stress; Population dynamics of fisheries; Ecology; Fishery; Political science; Genetics; Medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003358785,0.0001607583,0.001145268,0.00004768776,0.00002766516,0.000004262801,0.0004236793,0.0001678741,0.002401745],"category_scores_gemma":[0.00009020074,0.000102176,0.0001836531,0.0003098955,0.0001796967,0.00005987972,0.0001875428,0.0004490323,0.000002909636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008765304,"about_ca_system_score_gemma":0.00003667311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002200901,"about_ca_topic_score_gemma":0.00003113563,"domain_scores_codex":[0.9983762,0.0003329439,0.0008116942,0.0002006669,0.0001191867,0.0001593263],"domain_scores_gemma":[0.9988538,0.0001469944,0.0007510261,0.000133162,0.00001286053,0.0001021311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005748917,0.001922502,0.001753097,0.02207699,0.0002526902,0.0001254928,0.00003319693,0.00001035264,0.02024467,0.0003145782,0.0992364,0.8539726],"study_design_scores_gemma":[0.00009634025,0.0004033938,0.0002872239,0.003438215,0.00009494187,0.00002937777,0.000004093213,0.000001261682,0.00005628249,0.00006547954,0.9954031,0.0001202791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002974651,0.9956338,9.585243e-7,0.0002798309,0.00008798358,0.0002763238,0.000369017,0.000003721265,0.0003736507],"genre_scores_gemma":[0.0004068327,0.9982271,0.00007619955,0.001061548,0.00004032917,0.000009827078,0.000140108,0.000005884868,0.0000321333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8961667,"threshold_uncertainty_score":0.9985102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288630170234391,"score_gpt":0.3097890114781248,"score_spread":0.2669027097757808,"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."}}