{"id":"W4400006807","doi":"10.1007/s00027-024-01090-x","title":"Combining biotelemetry and genetics provides complementary insights relevant to the management and conservation of a freshwater predator (Esox lucius) living in brackish lagoons","year":2024,"lang":"en","type":"article","venue":"Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Esox; Predator; Brackish water; Biotelemetry; Biology; Ecology; Fishery; Pike; Predation; Fish <Actinopterygii>; Telemetry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003427593,0.0002466412,0.000239889,0.001275104,0.0002746164,0.0004481084,0.0001439934,0.0002214928,0.0007385855],"category_scores_gemma":[0.0003795605,0.0001350909,0.0001454971,0.0005600335,0.0003688958,0.000449121,0.0004937958,0.0001946095,0.00008177142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422091,"about_ca_system_score_gemma":0.0002400601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0057184,"about_ca_topic_score_gemma":0.02068203,"domain_scores_codex":[0.9999164,0.00002051232,0.00000590409,0.00003080603,0.0000104347,0.00001576541],"domain_scores_gemma":[0.9997674,0.00004030251,0.00009648063,0.00001621934,0.00003055365,0.00004909052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007855167,0.00005124658,0.9502391,0.00003026627,0.00008221374,0.00008897957,0.0003787099,0.0006118048,0.0382078,0.0001450416,0.00004277103,0.01004343],"study_design_scores_gemma":[0.000001877897,0.00003682623,0.9982906,0.00000407467,0.00001441488,0.0000402459,0.0002697552,0.0008722353,0.0002664226,0.0001002565,0.00009899946,0.000004186904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993383,0.00004970638,0.0003051766,0.0000169236,0.000001034943,0.000002384582,0.00006595755,0.000003906728,0.0002165277],"genre_scores_gemma":[0.9991913,0.00003448459,0.0005652962,0.00001699849,0.000002624959,0.000003050898,0.00007203131,0.000001128761,0.0001129822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0057184,"threshold_uncertainty_score":0.01137024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203672195725432,"score_gpt":0.2494975888562944,"score_spread":0.2291303692837512,"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."}}