{"id":"W2144536100","doi":"10.3354/dao053067","title":"Monitoring the prevalence of the parasitic dinoflagellate Hematodinium sp. in snow crabs Chionoecetes opilio from Conception Bay, Newfoundland","year":2003,"lang":"en","type":"article","venue":"Diseases of Aquatic Organisms","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"National Oceanic and Atmospheric Administration","keywords":"Bay; Biology; Dinoflagellate; Decapoda; Fishery; Crustacean; Snow; Ecology; Zoology; Shellfish; Aquatic animal; Oceanography; Fish <Actinopterygii>; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000108042,0.0001143886,0.000150943,0.00001737664,0.0001180095,0.00001221678,0.0002940849,0.00004820032,0.001661919],"category_scores_gemma":[0.0003229225,0.00007210441,0.00007229573,0.0001670502,0.0003548805,0.0001301984,0.00004747037,0.00009534803,0.0001103182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000063552,"about_ca_system_score_gemma":0.00002399894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003778895,"about_ca_topic_score_gemma":0.0001415514,"domain_scores_codex":[0.9990203,0.0001777313,0.0002703904,0.0001931849,0.0001824846,0.0001559239],"domain_scores_gemma":[0.9989209,0.0005172805,0.0001704514,0.0003383064,0.000006483055,0.0000465605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001364706,0.0001097036,0.9778326,0.00001486245,0.00001332444,6.951522e-7,0.0003886571,0.0001571071,0.02119067,0.00009181444,0.00001212045,0.0001748646],"study_design_scores_gemma":[0.0002028987,0.00003444724,0.9550608,0.00009274562,0.0000674461,0.00000154108,0.0002293975,0.00007998349,0.04230117,0.001829219,0.00002219458,0.00007809642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983285,0.0003635854,0.00006901002,0.00008631566,0.0002775336,0.0002221214,0.00003396131,0.000008817472,0.0006101394],"genre_scores_gemma":[0.9995112,0.0001133401,0.00007796028,0.00002768552,0.00002687384,0.00001056953,0.000002873709,0.000007263158,0.0002222007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02277168,"threshold_uncertainty_score":0.9992507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135171642805678,"score_gpt":0.2769504861801123,"score_spread":0.2655987697520555,"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."}}