{"id":"W6929655519","doi":"10.5061/dryad.mkkwh70zp","title":"Long-term change in the parasite burden of shore crabs (Hemigrapsus oregonensis and H. nudus) on the northwestern Pacific coast of North America","year":2021,"lang":"en","type":"dataset","venue":"DRYAD","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Abundance (ecology); Intertidal zone; Parasite hosting; Shore; Larva; Snail","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":[],"consensus_categories":[],"category_scores_codex":[0.00008517073,0.0003438585,0.0007571344,0.0001535002,0.00005046729,0.00002713212,0.0002480719,0.0001068868,0.0001082003],"category_scores_gemma":[0.00006320046,0.0001891387,0.0002102895,0.0003309049,0.0002654341,0.00003025944,0.0000807621,0.0002556601,0.00001243158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002362923,"about_ca_system_score_gemma":0.00007334669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003951577,"about_ca_topic_score_gemma":0.01240397,"domain_scores_codex":[0.9984261,0.0001096024,0.0003393886,0.0003799221,0.0004992306,0.0002457357],"domain_scores_gemma":[0.9980661,0.0004779132,0.0003080512,0.0009683724,0.00009063004,0.00008888241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002290483,0.005279223,0.6655298,0.0008047929,0.0006048308,0.001308376,0.002714581,0.000001004709,0.000001800589,0.000001828398,0.3091934,0.01433134],"study_design_scores_gemma":[0.0009531773,0.001694499,0.940259,0.001962949,0.001232176,0.0000353149,0.001366864,0.000001409578,0.00002103195,0.000001702153,0.05224762,0.0002242822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.523797,0.001988757,3.734175e-8,0.0006576869,0.00003875611,0.0005083281,0.4729844,0.000004536701,0.00002055003],"genre_scores_gemma":[0.5026216,0.006030372,0.000001480394,0.0003291611,0.000107871,0.0001377267,0.490748,0.00001538988,0.000008456029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2747292,"threshold_uncertainty_score":0.7712851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087119838401003,"score_gpt":0.2878424985827805,"score_spread":0.2569713001987705,"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."}}