{"id":"W2168804068","doi":"10.1017/s0031182007003277","title":"Impacts of agriculture on the parasite communities of northern leopard frogs (<i>Rana pipiens</i>) in southern Quebec, Canada","year":2007,"lang":"en","type":"article","venue":"Parasitology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Carleton University; Environment and Climate Change Canada; Concordia University","funders":"","keywords":"Biology; Ecology; Species richness; Generalist and specialist species; Leopard; Habitat; Wetland; Population; Biodiversity; Leopard frog; Amphibian","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":[0.0002802858,0.0001471627,0.000267779,0.00004202182,0.0001031831,0.000002957869,0.0003389429,0.0001275282,0.0004148609],"category_scores_gemma":[0.00004715219,0.00009483936,0.00005815224,0.0001874954,0.0004137262,0.00004163657,0.00005501391,0.0003017813,0.00008542901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458403,"about_ca_system_score_gemma":0.00004690322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9340756,"about_ca_topic_score_gemma":0.9994139,"domain_scores_codex":[0.9988671,0.0002005613,0.0003379055,0.0001342221,0.000145004,0.0003152384],"domain_scores_gemma":[0.9987733,0.0006500147,0.0002071244,0.0002963674,0.00001820491,0.00005499964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001180909,0.00009320962,0.9880211,0.000003048719,0.00002769486,0.00001066459,0.002876744,0.0003643081,0.007303487,0.0001232564,0.0007108815,0.0003475404],"study_design_scores_gemma":[0.0001801105,0.00005632019,0.9882542,0.00001567791,0.00001204749,0.00001603022,0.004018482,0.00001116889,0.005578849,0.00006700408,0.001689002,0.0001010817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928355,0.00006163893,0.00002272907,0.0005841331,0.0001585039,0.0001404158,0.00003841265,0.000007531225,0.006151084],"genre_scores_gemma":[0.999242,0.00001017322,0.00001945609,0.0003865562,0.00001877081,0.000006227688,0.00001642673,0.00000601044,0.000294374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06533833,"threshold_uncertainty_score":0.4542436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00986273611442623,"score_gpt":0.2781388507582201,"score_spread":0.2682761146437939,"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."}}