{"id":"W4413491984","doi":"10.64628/aap.ravejeh57","title":"Our lakes are teeming with parasites. Why that’s good…and bad","year":2024,"lang":"en","type":"article","venue":"","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Geology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003370297,0.00108499,0.001054517,0.0008645547,0.007255269,0.008645882,0.001099561,0.006400533,0.014989],"category_scores_gemma":[0.006824944,0.000797409,0.0008539615,0.0009034245,0.00992089,0.01079818,0.003260901,0.008392587,0.005910576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002677558,"about_ca_system_score_gemma":0.003326576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01818043,"about_ca_topic_score_gemma":0.03652947,"domain_scores_codex":[0.9974727,0.0006113011,0.00008593037,0.0004567718,0.0008352651,0.0005379582],"domain_scores_gemma":[0.9941204,0.0008209322,0.0009696977,0.0003800253,0.001843348,0.001865458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000672047,0.0002293338,0.07341175,0.002387284,0.0006766729,0.002048806,0.009656051,0.0005114336,0.03298623,0.03711586,0.6985922,0.1417123],"study_design_scores_gemma":[0.00005700665,0.0003279248,0.04282992,0.00119114,0.0002227688,0.002588894,0.02159528,0.0002044772,0.00474395,0.03181407,0.8941626,0.0002619192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04031225,0.07728259,0.004466849,0.8187491,0.01956328,0.00004977846,0.0004989902,0.0005232143,0.03855398],"genre_scores_gemma":[0.4788842,0.09458341,0.01117329,0.3264753,0.01436292,0.0001209634,0.0005841848,0.000558705,0.07325695],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01818043,"threshold_uncertainty_score":0.05014318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212375461721986,"score_gpt":0.3105670809156001,"score_spread":0.2893295347434016,"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."}}