{"id":"W7081571492","doi":"10.48448/p3vm-3h92","title":"Getting to the Heart of Things: Does Heart Rate Determine the Thermal Tolerance of Nile Tilapia (Oreochromis niloticus)?","year":2025,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Nile tilapia; Heart rate; Tilapia; Thermoregulation; Cardiac function curve; Cardiac output; Heart failure","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":[],"consensus_categories":[],"category_scores_codex":[0.002310867,0.0002982242,0.000458091,0.0001939804,0.0003411282,0.0001397702,0.003626011,0.0001250374,0.0002148274],"category_scores_gemma":[0.0006745086,0.0001515167,0.0001162003,0.001220003,0.0009416277,0.000197409,0.001135831,0.0003325268,0.0000234824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002939143,"about_ca_system_score_gemma":0.0005699694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003971785,"about_ca_topic_score_gemma":0.00006810604,"domain_scores_codex":[0.9974773,0.0001360361,0.000499197,0.0007229628,0.0006252093,0.000539278],"domain_scores_gemma":[0.9972407,0.0004139705,0.0004019303,0.001539508,0.0003131069,0.00009073309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007461616,0.0006683139,0.003019132,0.001807179,0.0002445165,0.00003704105,0.01337967,0.01738255,0.5692165,0.03671179,0.3028066,0.05465208],"study_design_scores_gemma":[0.000668329,0.0003293056,0.003390469,0.002261763,0.00006741756,0.00005129294,0.0007167598,0.150473,0.2332105,0.004530299,0.6030711,0.001229811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01287617,0.001356411,0.0759342,0.1174517,0.004561852,0.003011765,0.00007950913,0.0006861072,0.7840422],"genre_scores_gemma":[0.7273709,0.00002355529,0.04962476,0.007418855,0.0005297387,0.00004985555,0.000005048826,0.00004518185,0.2149321],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7144947,"threshold_uncertainty_score":0.673809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053976883626937,"score_gpt":0.2449336914037265,"score_spread":0.2343939225674571,"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."}}