{"id":"W4414376176","doi":"10.3391/mbi.2025.16.3.11","title":"To host or not to host: participation of the exotic snail Viviparus georgianus in the swimmer’s itch parasite life cycle","year":2025,"lang":"en","type":"article","venue":"Management of Biological Invasions","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parasite hosting; Snail; Host (biology); Intermediate host; Aquatic animal; Freshwater snail; Trematoda; Host specificity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004223957,0.0001281767,0.0001880477,0.00006598412,0.0001745132,0.00001206726,0.0006228148,0.00008307341,0.0007730605],"category_scores_gemma":[0.0002602985,0.000064939,0.00008471355,0.0008156332,0.0001920263,0.00004845544,0.0005676936,0.0001114379,0.0002839812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000527091,"about_ca_system_score_gemma":0.000008218337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002516987,"about_ca_topic_score_gemma":0.0006854429,"domain_scores_codex":[0.9986805,0.0002271866,0.0003715211,0.0002952087,0.0001610901,0.0002644672],"domain_scores_gemma":[0.999088,0.0003160148,0.00008878852,0.0004298451,0.000009786658,0.00006758683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008979198,0.002165979,0.8660941,0.0000505038,0.0001772533,0.00002950056,0.001476097,0.005731787,0.09674001,0.008963649,0.007890969,0.009782269],"study_design_scores_gemma":[0.0001584405,0.0001436517,0.9905629,0.0000590654,0.00003307617,7.105228e-7,0.0005466159,0.0000558328,0.003402118,0.000143259,0.004808738,0.00008565612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811516,0.0000106018,0.0001900636,0.008327275,0.0001705502,0.0007625918,0.0000206628,0.00001268036,0.009354013],"genre_scores_gemma":[0.9931407,0.00004035433,0.0002178237,0.005144306,0.000008802088,0.0001476696,0.00000459916,0.000002854122,0.001292876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244688,"threshold_uncertainty_score":0.846447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251800434076543,"score_gpt":0.365379264292833,"score_spread":0.2401992208851787,"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."}}