{"id":"W7028401454","doi":"","title":"A FINE STRUCTURE COMPARISON OF THREE SPECIES OF ARGULUS (CRUSTACEA: BRANCHIURA) ECTOPARASITES OF FARMED AND WILD FISH","year":2013,"lang":"en","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Economic and Business Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Electron micrographs; Crustacean; Genus; Epibiont; Taxonomy (biology)","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":[0.00007791767,0.0001723348,0.0007520068,0.0004582863,0.0001072008,0.00002638314,0.0002752589,0.00007470472,0.0002871426],"category_scores_gemma":[0.00007761607,0.0001914455,0.0001114664,0.0003071625,0.0004478149,0.0004594484,0.0001929476,0.000192256,0.000008637958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003605585,"about_ca_system_score_gemma":0.0000258052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006934041,"about_ca_topic_score_gemma":0.001059187,"domain_scores_codex":[0.9989509,0.00001887379,0.0004709441,0.0003059797,0.00004376694,0.0002095545],"domain_scores_gemma":[0.9988554,0.0001034034,0.0006239866,0.0002528621,0.0001100895,0.00005430399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004930108,0.00007346788,0.9413403,0.0001247043,0.0001700037,0.000001406288,0.0006033382,0.00007910578,0.002454254,0.05458962,0.0002169208,0.0002975455],"study_design_scores_gemma":[0.0009183509,0.000100978,0.9842948,0.00005250167,0.00002896871,0.000001902065,0.0004893925,0.0003781105,0.002246412,0.009550771,0.001739963,0.0001978254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840145,0.0006665729,0.0005287669,0.0001524881,0.0001105113,0.0002313468,0.0005462157,0.00001231465,0.01373736],"genre_scores_gemma":[0.9980364,0.0001508558,0.0008914407,0.00001013421,0.0000235162,4.592178e-7,0.0000199486,0.00001143925,0.0008557672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04503885,"threshold_uncertainty_score":0.7806923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454788213614358,"score_gpt":0.1926308797735782,"score_spread":0.1680829976374346,"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."}}