{"id":"W2027567636","doi":"10.1111/oik.01044","title":"Making the right choice: testing the drivers of asymmetric infections within hosts and their consequences for pathology","year":2014,"lang":"en","type":"article","venue":"Oikos","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Biology; Parasite hosting; Amphibian; Host (biology); Kidney; Vertebrate; Zoology; Ecology; Genetics","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":[0.0003333502,0.00005952875,0.00006961379,0.00002363588,0.000437237,0.00001110293,0.0001213833,0.00004229327,0.00006016962],"category_scores_gemma":[0.0006407295,0.00002883318,0.00002531788,0.0001685685,0.0006719069,0.00005655852,0.00004905842,0.00009772548,0.00001591652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001616576,"about_ca_system_score_gemma":0.000005778349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172743,"about_ca_topic_score_gemma":0.0002994814,"domain_scores_codex":[0.9995492,0.00009950781,0.00009739232,0.0001171941,0.00003322427,0.0001034417],"domain_scores_gemma":[0.9979805,0.001775308,0.0001032509,0.0001169376,0.000009858101,0.00001411124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006758164,0.0000377109,0.9492427,0.000004292116,0.00002438903,5.207098e-7,0.001118742,0.0003153021,0.02731717,0.004069602,0.0005545519,0.01730829],"study_design_scores_gemma":[0.0001852971,0.000225884,0.9616883,0.00001661448,0.00003121584,0.0001146462,0.0003175814,0.002550085,0.00445342,0.004198825,0.02611385,0.0001042758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980452,0.00003608413,0.001444992,0.0008542929,0.0002022756,0.0001798051,0.00001027363,0.00001492369,0.01680538],"genre_scores_gemma":[0.9991493,0.000003815377,0.0003499374,0.0002827791,0.00003040831,0.00002804184,9.408729e-7,0.000002713874,0.0001520268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0255593,"threshold_uncertainty_score":0.3362918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03045622663337082,"score_gpt":0.3202486835868061,"score_spread":0.2897924569534353,"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."}}