{"id":"W2186193241","doi":"10.5281/zenodo.7252222","title":"Incidence of infection of trematode genus Azygia looss, 1899 parasitic in freshwater fish Channa punctatus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences","keywords":"Biology; Fishery; Aquatic animal; Fish <Actinopterygii>; Freshwater fish; Trematoda; Helminths; Zoology; Incidence (geometry); Parasite hosting; Veterinary medicine; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001257518,0.0001365394,0.0001054406,0.0008471386,0.0003311561,0.0002825446,0.0001485699,0.0001432645,0.00165353],"category_scores_gemma":[0.0002991374,0.0001377209,0.0001633161,0.000349385,0.0003357787,0.0002423266,0.0003037564,0.0001547899,0.0001606739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591031,"about_ca_system_score_gemma":0.0002284609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005931744,"about_ca_topic_score_gemma":0.01694785,"domain_scores_codex":[0.999878,0.00001470588,0.00002181851,0.00002764755,0.00003132101,0.00002644932],"domain_scores_gemma":[0.9997464,0.00002628253,0.0001437238,0.00001233935,0.00002981037,0.00004149415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005165763,0.00002095348,0.9936155,0.00004405186,0.00001481451,0.0003302217,0.000381601,0.00004318223,0.002463909,0.00003067439,0.0001738892,0.002829419],"study_design_scores_gemma":[9.782807e-7,0.00008048623,0.9981354,0.00000680598,0.000008421971,0.000574362,0.0005947189,0.0000379829,0.0003102809,0.00001193639,0.0002358591,0.000002664216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989775,0.0001154472,0.00002068829,0.00001941262,0.000003612462,0.000003381882,0.0002205644,0.000003299753,0.0006360083],"genre_scores_gemma":[0.9991646,0.000141254,0.00004309657,0.00001042629,0.000003326218,0.000003328801,0.0001689036,4.711879e-7,0.0004646668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005931744,"threshold_uncertainty_score":0.01179439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216267338346328,"score_gpt":0.2755396166896483,"score_spread":0.253376943306185,"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."}}