{"id":"W2336829622","doi":"10.1111/mec.13653","title":"The hitchhiker's guide to becoming invasive: exotic mosquitoes spread across a <scp>US</scp> state by human transport not autonomous flight","year":2016,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Biology; Invasive species; State (computer science); Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004173328,0.0003914907,0.0006310772,0.00007303475,0.0004177282,0.00005278454,0.0004930391,0.0001891951,0.00009328058],"category_scores_gemma":[0.0004571088,0.000255478,0.0003204338,0.0001549363,0.0002163432,0.00007168603,0.0001386056,0.000193518,0.0002108427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244145,"about_ca_system_score_gemma":0.0003199037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001743301,"about_ca_topic_score_gemma":0.002693079,"domain_scores_codex":[0.9968976,0.0001430293,0.0006842965,0.0007527145,0.0003193382,0.001202969],"domain_scores_gemma":[0.9978002,0.0004251371,0.0001843774,0.0008933524,0.0001733228,0.0005236552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002303102,0.0004187944,0.05771878,0.00008777124,0.0006563117,0.002730614,0.0008128705,0.00004444722,0.8963665,0.0005473462,0.03030784,0.01007841],"study_design_scores_gemma":[0.00895968,0.001805708,0.4253521,0.0001572181,0.0006381848,0.0001958595,0.0004042288,0.00005551461,0.1754838,0.0005552433,0.3859591,0.0004333384],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889598,0.0005782095,0.001174051,0.006897954,0.0003538288,0.001122349,0.0001339327,0.0001279722,0.0006519338],"genre_scores_gemma":[0.9790161,0.00005651785,0.00009741826,0.007160048,0.0001328365,0.0003721279,0.00004578093,0.00008570834,0.01303348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7208827,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009228491497833663,"score_gpt":0.2784832204634528,"score_spread":0.2692547289656191,"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."}}