{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005652619,0.0002385283,0.0001992595,0.001474935,0.000384793,0.0005506675,0.0002025156,0.0002092349,0.0009899338],"category_scores_gemma":[0.0006261945,0.000109394,0.000304638,0.0009994474,0.0006706122,0.0008877094,0.0009264704,0.000302179,0.00009741815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004904557,"about_ca_system_score_gemma":0.0006517516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642678,"about_ca_topic_score_gemma":0.003234762,"domain_scores_codex":[0.9997296,0.00003928678,0.00002612695,0.0001110278,0.00004663588,0.00004744506],"domain_scores_gemma":[0.999652,0.00009153003,0.0001421877,0.0000292506,0.00004686234,0.00003821832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003063836,0.00007661161,0.7265164,0.0004994778,0.0003196458,0.001303485,0.005301653,0.004554942,0.1242435,0.01214171,0.0003073013,0.1244289],"study_design_scores_gemma":[0.00002036188,0.0003376509,0.9694216,0.0001212555,0.0002658912,0.001847287,0.003820451,0.003473352,0.006548917,0.008177997,0.005880606,0.00008466733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930253,0.001267427,0.002953058,0.0001621691,0.00001046098,0.00001286609,0.00008988165,0.00001549563,0.002463434],"genre_scores_gemma":[0.997542,0.0009108832,0.0007892527,0.00003236068,0.00000998017,0.000009567697,0.00009021222,0.000003512037,0.0006121236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002642678,"threshold_uncertainty_score":0.005254626,"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."}}