{"id":"W3180503759","doi":"10.1111/oik.07837","title":"Parasite spread in experimental metapopulations: resistance, tolerance and host competence","year":2021,"lang":"en","type":"article","venue":"Oikos","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital; McGill University","funders":"","keywords":"Biology; Metapopulation; Parasite hosting; Host (biology); Host resistance; Zoology; Ecology; Immunology; Demography; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044293,0.0004414321,0.0004902642,0.0004514808,0.0005632084,0.0004289054,0.0006971598,0.0004600087,0.0006745006],"category_scores_gemma":[0.001352742,0.0003214322,0.0005281115,0.0002975006,0.0005361696,0.0004747834,0.0006180875,0.001034272,0.0001107171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008442384,"about_ca_system_score_gemma":0.0004521831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004745966,"about_ca_topic_score_gemma":0.00944967,"domain_scores_codex":[0.9994265,0.0001592694,0.00005720021,0.0001977006,0.00008784481,0.00007161361],"domain_scores_gemma":[0.998245,0.0003776493,0.0005185962,0.0003373431,0.0001861486,0.0003352872],"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":[0.006461877,0.00692933,0.3937837,0.0002538715,0.0009506803,0.0002831413,0.001680471,0.0080266,0.5680398,0.0007369986,0.0002140189,0.01263953],"study_design_scores_gemma":[0.0008028454,0.03957781,0.8316856,0.00005628726,0.0008952895,0.0003341782,0.0008569332,0.05177456,0.07084692,0.001488426,0.001587319,0.0000939159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994854,0.00002679544,0.0003022404,0.000005787675,0.00000181159,0.00003704827,0.0000511307,0.000005049009,0.0000846613],"genre_scores_gemma":[0.9963219,0.00004806341,0.00263248,0.00003886129,0.000008115112,0.0002721124,0.0003421012,0.000008879195,0.0003274589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004745966,"threshold_uncertainty_score":0.009436667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170721225565921,"score_gpt":0.317718662516336,"score_spread":0.3006465399597439,"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."}}