{"id":"W4389192748","doi":"10.22215/etd/2023-15771","title":"Towards Resolving Three Problems in Ecological Parasitology: Parasite Aggregation, Determinants of Parasitism, and Parasite Detoxification of Contaminants","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Parasite hosting; Biology; Parasitism; Ecology; Abundance (ecology); Population; Host (biology); Evolutionary biology; Demography; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02246349,0.001130354,0.001463322,0.003040462,0.002208887,0.007976222,0.002464926,0.001908479,0.002239688],"category_scores_gemma":[0.02633762,0.0007737218,0.001160032,0.003845069,0.009363326,0.007652226,0.004619088,0.007475237,0.0007115704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002535509,"about_ca_system_score_gemma":0.005540766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005766991,"about_ca_topic_score_gemma":0.01080485,"domain_scores_codex":[0.9940142,0.003546102,0.0003884265,0.0009456439,0.0009522756,0.0001533865],"domain_scores_gemma":[0.971263,0.02115096,0.003048657,0.002176215,0.001940132,0.0004209986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001240914,0.0002548527,0.112783,0.004428911,0.0004912869,0.0002822962,0.03589452,0.006083922,0.004967457,0.3692276,0.03084395,0.434618],"study_design_scores_gemma":[0.00003771416,0.0005106474,0.1190241,0.004839051,0.0002811277,0.0008303131,0.02727229,0.02309294,0.005349456,0.591227,0.2271804,0.0003550008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1447115,0.08821291,0.6243548,0.1104607,0.001973391,0.0007977417,0.001311008,0.0005407907,0.02763711],"genre_scores_gemma":[0.3254156,0.04724007,0.6073319,0.008759572,0.00208218,0.001069958,0.000751361,0.0003291721,0.007020189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02246349,"threshold_uncertainty_score":0.1187997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450808456295897,"score_gpt":0.3552315712180023,"score_spread":0.3307234866550433,"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."}}