{"id":"W3003660938","doi":"10.1186/s12915-019-0731-8","title":"The round goby genome provides insights into mechanisms that may facilitate biological invasions","year":2020,"lang":"en","type":"article","venue":"BMC Biology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Biology; Round goby; Goby; Neogobius; Evolutionary biology; Genome; Ecology; Gene duplication; Gene; Adaptation (eye); Gene family; Invasive species; Genetics; Fish <Actinopterygii>; Fishery; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830973,0.0001652079,0.0001842394,0.000006019919,0.0006240067,0.00004404296,0.000358467,0.00020161,0.0001367292],"category_scores_gemma":[0.0001397724,0.00004321598,0.0001162827,0.0001923844,0.0002857993,0.00006929901,0.0001973101,0.0001702445,0.0001983343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002008463,"about_ca_system_score_gemma":0.00001213987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001870433,"about_ca_topic_score_gemma":0.0005224494,"domain_scores_codex":[0.9986432,0.0002499161,0.0002046121,0.0005301783,0.00007895583,0.0002932051],"domain_scores_gemma":[0.9994512,0.0002233577,0.00007708665,0.00007927687,0.00004301564,0.0001260275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000706113,0.00002965462,0.01260891,0.000002812782,0.000007478701,0.000001556158,0.0002108546,8.222165e-7,0.9709978,0.005940807,0.00009114266,0.01003753],"study_design_scores_gemma":[0.0002777705,0.00381729,0.4046147,0.000006672874,0.00003257356,0.0000241407,0.004285369,0.00003319647,0.02945559,0.03632934,0.520466,0.0006573411],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912407,0.000904335,0.0001928457,0.006775176,0.0002114108,0.0003400519,0.0000166891,0.0001258588,0.000192976],"genre_scores_gemma":[0.9983793,0.0003074236,0.000245544,0.0004421696,0.0002776885,0.00004520869,0.00009065078,0.000001004157,0.0002109433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9415422,"threshold_uncertainty_score":0.4799418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2124567815720944,"score_gpt":0.2615406511695423,"score_spread":0.0490838695974479,"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."}}