{"id":"W2078459425","doi":"10.1007/s00436-011-2654-3","title":"Argulus vittatus (Rafinesque-Smaltz, 1814) (Crustacea: Branchiura) parasitic on Algerian fishes","year":2011,"lang":"en","type":"article","venue":"Parasitology Research","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mira Geoscience (Canada)","funders":"","keywords":"Biology; Crustacean; Appendage; Zoology; Parasite hosting; Host (biology); Fishery; Host specificity; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008605304,0.0002806683,0.0003604706,0.0002323243,0.0007877405,0.00003352849,0.0006911046,0.0003747727,0.0115342],"category_scores_gemma":[0.0003575998,0.0002488748,0.0001205153,0.0005566265,0.001454377,0.0002226894,0.0001811543,0.001113384,0.02409318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992124,"about_ca_system_score_gemma":0.00005391107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001368355,"about_ca_topic_score_gemma":0.001114091,"domain_scores_codex":[0.9962922,0.0008494116,0.0003479942,0.000818757,0.0004265205,0.001265083],"domain_scores_gemma":[0.9982019,0.0006333362,0.00008298369,0.0006980576,0.00004818942,0.0003355294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009362396,0.000553318,0.9640272,0.000009274855,0.0000790603,0.0003060072,0.001097575,0.00003168819,0.0117376,0.001994757,0.01211601,0.00711126],"study_design_scores_gemma":[0.0004229908,0.0007057452,0.9579092,0.00001509423,0.00001547955,0.0001847383,0.0001628255,0.00009737545,0.01151794,0.001967522,0.02670906,0.0002920416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8042862,0.00006820251,0.00006681278,0.001038417,0.0005491619,0.0003579718,0.00001320757,0.00009051037,0.1935296],"genre_scores_gemma":[0.9917371,0.00006235651,0.0004004848,0.0004138903,0.0001829033,0.0001621398,0.00001965049,0.00002952261,0.006991996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874509,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118463461690272,"score_gpt":0.4341460003167522,"score_spread":0.322299654147725,"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."}}