{"id":"W4405920837","doi":"10.1007/s10592-024-01669-9","title":"Conservation genetics of a freshwater percid, Sander canadensis, in Manitoba, Canada","year":2024,"lang":"en","type":"article","venue":"Conservation Genetics","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Winnipeg","funders":"","keywords":"Sander; Biology; Biodiversity; Phylogeography; Ecology; Genetics; Gene; Phylogenetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001350713,0.0001113287,0.0001245755,0.00005164642,0.00006420867,0.00001609884,0.0001218133,0.00006314886,0.0006717134],"category_scores_gemma":[0.00002992183,0.000113937,0.00001927561,0.0002467466,0.0001304789,0.00005392288,0.00011904,0.00008250317,0.00002579953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507893,"about_ca_system_score_gemma":0.0001256848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4463576,"about_ca_topic_score_gemma":0.9980863,"domain_scores_codex":[0.9990572,0.00004197216,0.0002850677,0.0002242483,0.0001982814,0.0001932352],"domain_scores_gemma":[0.9996583,0.0000772339,0.00004634717,0.0001609344,0.00002275727,0.00003445092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003821704,0.0000105988,0.7427746,0.00003328346,0.00001786831,0.00001487787,0.0001560143,0.0008590789,0.0003484637,0.00007062156,0.2553032,0.000407596],"study_design_scores_gemma":[0.0001345721,0.00001914321,0.8534873,0.00001715656,0.00002304254,0.000001808595,0.0002572584,0.01181762,0.0006252551,0.0003090183,0.1331935,0.0001143163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899958,0.0003831793,0.0001428926,0.006861398,0.0003475206,0.000236392,0.00002342119,0.00001723797,0.001992156],"genre_scores_gemma":[0.9927022,0.0003141799,0.0008460543,0.004991192,0.00002154004,0.0000249894,0.00003047309,0.00001228839,0.001057126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5517287,"threshold_uncertainty_score":0.7354791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807490898140721,"score_gpt":0.2065325597440588,"score_spread":0.1884576507626516,"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."}}