{"id":"W4313312454","doi":"10.1645/22-88","title":"Acceptance of the 2022 Henry Baldwin Ward Medal: A Bifurcated Tale of Schistosomes and Snails","year":2022,"lang":"en","type":"article","venue":"Journal of Parasitology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biology; Medal; Freshwater mollusc; Schistosomiasis; Zoology; Helminths; Art history; History","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":[0.0004301104,0.00007345298,0.000292601,0.00006242572,0.0001224543,0.000002586959,0.0002979953,0.00003853864,0.001589433],"category_scores_gemma":[0.00008150722,0.00005257047,0.00007034043,0.0002440358,0.000314898,0.00008884726,0.0002280212,0.0002493265,0.000003340449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009638342,"about_ca_system_score_gemma":0.00003777061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006371369,"about_ca_topic_score_gemma":0.0001088562,"domain_scores_codex":[0.9988296,0.0001726604,0.0004207917,0.00009329824,0.0002950382,0.000188636],"domain_scores_gemma":[0.9990038,0.00009760356,0.0006554347,0.0001459282,0.00001522911,0.00008204716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001675901,0.0001355785,0.9235545,0.00003415831,0.00001922315,0.00002332311,0.001891176,0.000229531,0.06004874,0.00004675842,0.01086898,0.002980405],"study_design_scores_gemma":[0.0006460312,0.0005145539,0.9869226,0.00001936278,0.00003016634,0.0005085863,0.0009543249,0.00004693497,0.004763995,0.0006321473,0.004892172,0.00006911982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947408,0.001027052,0.000008954467,0.00326662,0.0003936794,0.00009300342,0.00001517438,0.000002116038,0.0004525596],"genre_scores_gemma":[0.9991234,0.0002607315,0.0001197379,0.0003952906,0.00003349839,0.000002801794,5.998236e-7,0.00000615484,0.00005781174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06336806,"threshold_uncertainty_score":0.9993232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356385355836821,"score_gpt":0.3175027922552181,"score_spread":0.2939389386968499,"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."}}