{"id":"W2000377772","doi":"10.1007/s10113-008-0076-2","title":"Metazoan fish parasites of Segara Anakan Lagoon, Indonesia, and their potential use as biological indicators","year":2008,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Federalno Ministarstvo Obrazovanja i Nauke; Deutscher Akademischer Austauschdienst","keywords":"Fauna; Biology; Brackish water; Mangrove; Ecology; Fishery; Myxozoa; Mugil; Taxon; Tropical marine climate; Aquatic animal; Fish <Actinopterygii>","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007379102,0.0002062693,0.0002245604,0.0000760315,0.0002440399,0.000006426205,0.0001604169,0.0001714699,0.001255057],"category_scores_gemma":[0.000007073085,0.0001607383,0.0001055133,0.0001171209,0.001177859,0.0003118829,0.0001761028,0.0001629638,0.0001965524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006863766,"about_ca_system_score_gemma":0.000003266563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002086001,"about_ca_topic_score_gemma":0.00001799912,"domain_scores_codex":[0.9989185,0.00009580809,0.0002009817,0.0003689259,0.0001684464,0.0002473733],"domain_scores_gemma":[0.9994578,0.00008443441,0.00013216,0.0001767403,0.000001192153,0.0001476175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000583826,0.0002433717,0.9746902,0.000001515849,0.00004478047,0.00002963901,0.0006325853,0.000004907404,0.02238951,0.00003915806,0.000337412,0.001528547],"study_design_scores_gemma":[0.000252885,0.0001937256,0.9810388,0.000004308879,0.0000138265,0.0004106405,0.000168114,0.00002378714,0.003509395,0.00005304358,0.01415168,0.0001797815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988057,0.0001754985,0.00001747564,0.0003693899,0.00005134101,0.0001979567,0.0001047286,0.00002129639,0.000256637],"genre_scores_gemma":[0.9974649,0.0009935002,0.00009056224,0.0009100742,0.00006143927,0.00003490913,0.0001300233,0.00001145541,0.0003031429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01888011,"threshold_uncertainty_score":0.9996579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05449636218619155,"score_gpt":0.2722217355525162,"score_spread":0.2177253733663246,"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."}}