{"id":"W1977939486","doi":"10.1016/s0380-1330(01)70642-9","title":"Genetic and Biogeographic Relationships of the Invasive Round (Neogobius melanostomus) and Tubenose (Proterorhinus marmoratus) Gobies in the Great Lakes Versus Eurasian Populations","year":2001,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ohio Sea Grant College, Ohio State University","keywords":"Neogobius; Round goby; Biology; Fishery; Ecology; Zoology; Fish <Actinopterygii>","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":[0.001360642,0.0001117398,0.000176065,0.0002403866,0.0006578777,0.00006241124,0.0003564472,0.0000727021,0.0001155664],"category_scores_gemma":[0.0005839697,0.00006530203,0.00004997927,0.0007944557,0.0009922772,0.0002565309,0.0002871312,0.0005089773,0.000005485352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005515535,"about_ca_system_score_gemma":0.00001774728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002897307,"about_ca_topic_score_gemma":0.04643865,"domain_scores_codex":[0.9980358,0.000719394,0.0003145609,0.0001654642,0.0004978537,0.0002669622],"domain_scores_gemma":[0.9988754,0.0006542341,0.0001411605,0.0002225966,0.00005205315,0.00005453966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001414808,0.00004521551,0.9953391,0.00001311972,0.00004033255,0.00007137551,0.001477207,0.00006366923,0.0001062541,0.0002122047,0.001791131,0.0006989025],"study_design_scores_gemma":[0.0006346739,0.0002972546,0.9927953,0.00003865285,0.00004012762,0.0001099422,0.002444622,0.00002700704,0.00001295592,0.002433703,0.001102484,0.00006330755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906544,0.0005904404,0.000003252919,0.004534613,0.00008207629,0.0003827368,0.000005499317,0.000002766082,0.00374423],"genre_scores_gemma":[0.998045,0.001445562,0.0001031536,0.00004744293,0.00002980288,0.00001452086,8.466654e-7,0.000006585416,0.0003071217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04614892,"threshold_uncertainty_score":0.9709613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07799367414444079,"score_gpt":0.3068238232170933,"score_spread":0.2288301490726525,"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."}}