{"id":"W2763102389","doi":"10.1139/cjz-2017-0043","title":"Low-temperature tolerances of tropical fish with potential transgenic applications in relation to winter water temperatures in Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Zebrafish; Biology; Danio; Transgene; Fish <Actinopterygii>; Green fluorescent protein; Zoology; Fishery; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000156512,0.0002285555,0.0002019226,0.0006670138,0.0009035647,0.000417424,0.0003428258,0.000143149,0.000824173],"category_scores_gemma":[0.0003528567,0.0001709738,0.0002106371,0.000792941,0.0003905458,0.0001583899,0.0003138829,0.0003159946,0.0001128347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006627318,"about_ca_system_score_gemma":0.00371209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.889581,"about_ca_topic_score_gemma":0.9611098,"domain_scores_codex":[0.9997908,0.000007927326,0.000011831,0.00005589506,0.00007575356,0.00005778927],"domain_scores_gemma":[0.9993798,0.00003368047,0.0001349453,0.00001972393,0.0003173448,0.0001144861],"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":[0.0008087453,0.0000579047,0.2247877,0.00009094767,0.00007267311,0.0003277384,0.002194601,0.0008408509,0.7589541,0.0003605474,0.0005638521,0.01094039],"study_design_scores_gemma":[0.000006169128,0.00009472192,0.9708165,0.000009757185,0.00004135735,0.00009989013,0.001134122,0.0004870302,0.02590219,0.00004063773,0.001345452,0.00002206055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982357,0.0001013584,0.0002314522,0.00002382352,0.00000143429,0.000004576533,0.0003594167,0.000008956393,0.001033269],"genre_scores_gemma":[0.9970338,0.0001703362,0.0004551082,0.00003429625,5.348455e-7,0.00001323454,0.0004895605,0.00001422166,0.001788931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.110419,"threshold_uncertainty_score":0.2221386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003544091264832792,"score_gpt":0.1803862583778724,"score_spread":0.1768421671130396,"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."}}