{"id":"W7115035242","doi":"","title":"Ecological performance of goldfish (Carassius auratus) populations under current and near-future climatic conditions","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Ectotherm; Population; Climate change; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001587824,0.0001662355,0.0001342027,0.0002705124,0.0002525761,0.0003008681,0.0001570331,0.000208515,0.0005183736],"category_scores_gemma":[0.0003428475,0.0001300913,0.0001769973,0.0001713556,0.0002981664,0.00018935,0.000305542,0.0001902224,0.0001282671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664603,"about_ca_system_score_gemma":0.0001307654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222658,"about_ca_topic_score_gemma":0.03653147,"domain_scores_codex":[0.9999207,0.000007896542,0.00000648512,0.00003561745,0.0000122424,0.00001703463],"domain_scores_gemma":[0.9997774,0.00002216224,0.00008925847,0.00002224244,0.00003443453,0.00005451887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002034791,0.00007131933,0.9712741,0.00001253187,0.00004175282,0.00007916246,0.0005965689,0.0002338359,0.02477624,0.00002048654,0.00004935766,0.002641213],"study_design_scores_gemma":[6.342178e-7,0.00007286358,0.9995583,6.029396e-7,0.000002738244,0.00002506559,0.0001165737,0.00004779586,0.0001507557,0.000003539539,0.00002012437,0.000001047964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999921,0.000005362206,0.000006884197,0.000001685024,2.006935e-7,4.459486e-7,0.00002009594,4.228213e-7,0.00004398789],"genre_scores_gemma":[0.9997455,0.00001026158,0.00002507569,0.000003816083,4.346373e-7,0.000002417584,0.00008511295,3.413886e-7,0.0001269429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01222658,"threshold_uncertainty_score":0.02431083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231656925916549,"score_gpt":0.2589753177362573,"score_spread":0.2358096251446024,"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."}}