{"id":"W2062922825","doi":"10.1890/0012-9658(2006)87[2356:tfogfm]2.0.co;2","title":"THE FITTING OF GENERAL FORCE-OF-INFECTION MODELS TO WILDLIFE DISEASE PREVALENCE DATA","year":2006,"lang":"en","type":"article","venue":"Ecology","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Wildlife; Wildlife disease; Ecology; Geography; Disease; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003809677,0.00008292889,0.000151936,0.00008092786,0.0002375019,0.00000752705,0.0002637389,0.00008760832,0.0002238222],"category_scores_gemma":[0.000150107,0.00006411055,0.00005943148,0.0001398627,0.0002073254,0.00009152547,0.0003187417,0.0001080315,0.00006255119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002454754,"about_ca_system_score_gemma":0.0001377698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009468768,"about_ca_topic_score_gemma":0.0005285132,"domain_scores_codex":[0.9989496,0.0002074328,0.0002942236,0.0002388501,0.00002730074,0.0002825922],"domain_scores_gemma":[0.9989907,0.0002266503,0.0001029881,0.0005389514,0.0001099038,0.00003084668],"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":[0.0009971578,0.001153489,0.2052611,0.0003926256,0.0003508478,0.000007580195,0.0001368967,0.01955066,0.5304188,0.06096413,0.1751817,0.005584995],"study_design_scores_gemma":[0.003719904,0.001180401,0.7951698,0.0001629395,0.0004655478,0.0000750459,0.00008523186,0.01041914,0.06105383,0.02272813,0.104082,0.0008580387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947256,0.001081225,0.001758731,0.0003830878,0.0004325887,0.0003521814,0.0002202775,0.00002403288,0.001022248],"genre_scores_gemma":[0.9964097,0.000163372,0.00007992064,0.00006943779,0.00006234375,0.00002746262,0.0001273713,0.000008049337,0.003052374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5899087,"threshold_uncertainty_score":0.2614352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380919146724215,"score_gpt":0.2983703801892237,"score_spread":0.2645611887219815,"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."}}