{"id":"W3089324172","doi":"10.1111/oik.07458","title":"Mechanistic models can reveal infection pathways from prevalence data: the mysterious case of polar bears <i>Ursus maritimus</i> and <i>Trichinella nativa</i>","year":2020,"lang":"en","type":"article","venue":"Oikos","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Ursus maritimus; Biology; Predation; Ecology; Trichinella; Transmission (telecommunications); Carrion; Range (aeronautics); Zoology; Population; Cannibalism; Host (biology); Larva; 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":[0.0002110091,0.000165652,0.0002132223,0.000008714422,0.0001878875,0.00003392435,0.0003277427,0.00004520214,0.0002351606],"category_scores_gemma":[0.0001445592,0.0001282206,0.00003143679,0.0002107257,0.0001328125,0.0002065048,0.001573099,0.0001632861,0.00002097046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005350995,"about_ca_system_score_gemma":0.00001144401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04104091,"about_ca_topic_score_gemma":0.005695579,"domain_scores_codex":[0.9987416,0.0001150363,0.0002453299,0.0004450968,0.0002578472,0.0001951196],"domain_scores_gemma":[0.9991838,0.00014912,0.0001313328,0.0004163917,0.00001186584,0.0001074743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009344711,0.001146413,0.3069087,0.004349632,0.0008746907,0.004887124,0.02594532,0.005039636,0.08836588,0.005653664,0.07375931,0.4821351],"study_design_scores_gemma":[0.009414356,0.005923353,0.2437443,0.001116232,0.003145132,0.003930687,0.002985471,0.5818164,0.007359934,0.03966398,0.09441645,0.006483646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895524,0.0009907763,0.001196074,0.001058791,0.0001044071,0.0006099641,0.001464353,0.00005372048,0.00496955],"genre_scores_gemma":[0.9976104,0.0007253782,0.00048258,0.001033501,0.0000581774,0.00001365361,0.00002202016,0.00001588764,0.00003832324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5767768,"threshold_uncertainty_score":0.9653449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397501884574281,"score_gpt":0.2346936298038352,"score_spread":0.1949434413464071,"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."}}