{"id":"W7135059571","doi":"10.5376/ijmec.2025.15.0016","title":"Genetic Differentiation and Invasive Expansion Mechanisms of Global Channa Populations","year":2025,"lang":"","type":"article","venue":"International Journal of Molecular Ecology and Conservation","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genetic diversity; Invasive species; Biodiversity; Population; Traceability; Introduced species; Habitat; Genetic monitoring","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002508559,0.0001357268,0.0002429967,0.0001392643,0.0001337893,0.00002431821,0.0001829852,0.0001563724,0.0001314037],"category_scores_gemma":[0.0002282156,0.0001414918,0.00006158404,0.0001412095,0.0002667001,0.0002119545,0.0002838986,0.0001122071,0.000002509743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291511,"about_ca_system_score_gemma":0.00006378654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005443289,"about_ca_topic_score_gemma":0.001442243,"domain_scores_codex":[0.9987404,0.0001349164,0.0005925008,0.0001904177,0.0002198253,0.00012194],"domain_scores_gemma":[0.9989522,0.0000880368,0.0006359537,0.00007351736,0.0002124687,0.00003790249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002048132,0.00019812,0.9307842,0.00004113296,0.0005851033,0.00004415581,0.0001447959,0.0004280737,0.009776023,0.05345943,0.0006286205,0.003705522],"study_design_scores_gemma":[0.0009248406,0.0002028485,0.8915308,0.00008091764,0.000228332,0.00003208704,0.0001872522,0.0009091441,0.001705572,0.1040813,0.0000368415,0.00008011035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421682,0.0002798308,0.04101259,0.01491429,0.001178046,0.000189843,0.0000133725,0.00000294381,0.0002409257],"genre_scores_gemma":[0.99509,0.0009826383,0.001440258,0.002399222,0.00001790376,0.000006077168,0.000004985652,0.000003382094,0.00005550611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05292187,"threshold_uncertainty_score":0.5769868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009185744098334716,"score_gpt":0.2413036609322165,"score_spread":0.2321179168338817,"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."}}