{"id":"W7038392776","doi":"","title":"Influence of weather, environment, and infection on gastropod intermediate hosts of parelaphostrongylid nematodes","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Directorate for Biological Sciences; Manitoba Hydro; Canadian Society of Zoologists","keywords":"Population; Exclosure; Ectotherm; Netting; Habitat; Epizootiology","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":[0.0001262395,0.000151995,0.0001908694,0.0001620086,0.0001421172,0.0003305757,0.0001027335,0.0001084597,0.0008042878],"category_scores_gemma":[0.0003668553,0.0001052351,0.000166299,0.0002355707,0.0001162002,0.0001773982,0.0001284174,0.0001707397,0.0001038623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813303,"about_ca_system_score_gemma":0.0001174857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004077632,"about_ca_topic_score_gemma":0.01123725,"domain_scores_codex":[0.9999235,0.00001595052,0.000007451587,0.00002504593,0.00001240898,0.00001559724],"domain_scores_gemma":[0.9996768,0.0001593804,0.00006979707,0.000009687651,0.00003639119,0.00004797608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001397275,0.000273661,0.8950844,0.0002694384,0.0001857199,0.000373402,0.000400939,0.001503704,0.08905159,0.0000885323,0.0003951329,0.01097607],"study_design_scores_gemma":[0.000001558137,0.0002625379,0.9974124,0.000004728968,0.00003075058,0.00004190678,0.000147986,0.000338962,0.001531834,0.000009872855,0.0002146439,0.000002788258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992095,0.0001966634,0.00004908981,0.000005161352,0.000003770045,0.00000354388,0.0002132677,0.000001999491,0.0003167979],"genre_scores_gemma":[0.9985225,0.0003153401,0.0001563504,0.000006988498,0.000005371779,0.000006921533,0.0003778748,0.000002275945,0.0006064701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004077632,"threshold_uncertainty_score":0.008107841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007871492242629825,"score_gpt":0.1796900030713876,"score_spread":0.1718185108287578,"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."}}