{"id":"W2071295316","doi":"10.3897/neobiota.18.4016","title":"Representing uncertainty in a spatial invasion model that incorporates human-mediated dispersal","year":2013,"lang":"en","type":"article","venue":"NeoBiota","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biological dispersal; Geography; Ecology; Cartography; Computer science; Environmental resource management; Environmental science; Population; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002905674,0.0009790289,0.0009377536,0.001133168,0.0007927378,0.002317203,0.001884899,0.002207574,0.002527282],"category_scores_gemma":[0.009451786,0.0008645559,0.001296973,0.001180061,0.001464011,0.002188591,0.001693701,0.001506078,0.0001862439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161649,"about_ca_system_score_gemma":0.001272396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05834814,"about_ca_topic_score_gemma":0.03168002,"domain_scores_codex":[0.9988293,0.0005765004,0.00004899444,0.0003042893,0.0001071525,0.0001337722],"domain_scores_gemma":[0.9945036,0.00405497,0.0007362046,0.0001674727,0.0003799126,0.0001578181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001310988,0.000006213461,0.0008857999,0.000005080278,0.00001048285,0.00002994534,0.00003459069,0.993899,0.00005315286,0.004389762,0.00005861336,0.0006141708],"study_design_scores_gemma":[0.0000055041,0.000009361808,0.0002262516,0.00000388815,0.000006550797,0.00001030764,0.0000188976,0.9949932,0.00002539373,0.00455551,0.0001378326,0.000007210035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5098976,0.0004299958,0.4749607,0.00165392,0.00006436207,0.0001154565,0.001441002,0.0003269119,0.01110999],"genre_scores_gemma":[0.9706017,0.0001630891,0.02571801,0.00009588017,0.0000272483,0.00009403276,0.0003197179,0.00003500212,0.002945339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05834814,"threshold_uncertainty_score":0.116017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203157050908615,"score_gpt":0.240687113534121,"score_spread":0.2203714084432595,"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."}}