{"id":"W2081158362","doi":"10.1007/s10530-005-5215-9","title":"Pathogens can Slow Down or Reverse Invasion Fronts of their Hosts","year":2005,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Allee effect; Biology; Host (biology); Ecology; Population; Infection rate; Invasive species; Demography","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":[0.0001588752,0.0001719107,0.0001981484,0.00003635747,0.00009717385,0.000006542889,0.0002467556,0.0003138099,0.0002117503],"category_scores_gemma":[0.0003037956,0.0001066247,0.0001408057,0.0001093974,0.0001755794,0.000002210469,0.0002143764,0.00009821902,0.00003002614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001931381,"about_ca_system_score_gemma":0.00009544349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002151588,"about_ca_topic_score_gemma":0.0005374148,"domain_scores_codex":[0.9989054,0.0001087004,0.0002868327,0.0003500374,0.00008982007,0.0002591695],"domain_scores_gemma":[0.9992383,0.00003449024,0.00009904033,0.0003898686,0.00008765157,0.0001506518],"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":[0.000127506,0.0002665005,0.006449947,0.000006598462,0.00003251235,0.000003429482,0.00005346906,0.0001105911,0.973246,0.000194074,0.01271616,0.006793254],"study_design_scores_gemma":[0.002645861,0.002945339,0.1363897,0.0001078895,0.00006103907,0.0001127534,0.0007677337,0.001048772,0.3017794,0.0005745715,0.5524,0.001166895],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964463,0.000429936,0.0006348664,0.0007407475,0.0001105477,0.0002100009,0.0003213689,0.00002355793,0.001082676],"genre_scores_gemma":[0.9913879,0.001466035,0.003946295,0.001154427,0.0001725017,0.00001633124,0.0004009223,0.00001124668,0.001444328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6714665,"threshold_uncertainty_score":0.4348031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08367797532120451,"score_gpt":0.2601003997919346,"score_spread":0.17642242447073,"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."}}