{"id":"W3133527386","doi":"10.1002/fee.2317","title":"A riddle, wrapped in a mystery, inside a barnacle","year":2021,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Royal British Columbia Museum","funders":"","keywords":"Barnacle; Biology; Intermediate host; Host (biology); Zoology; Ecology; Trematoda; Crustacean; Larva; Fishery; Helminths","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004135624,0.0007387978,0.0004617674,0.0005951846,0.004308661,0.001642433,0.0008751487,0.001278084,0.05127228],"category_scores_gemma":[0.001298708,0.0004737014,0.0002991633,0.0003656122,0.002182852,0.002182505,0.002449926,0.001119013,0.01470814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007532358,"about_ca_system_score_gemma":0.0008288677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02913038,"about_ca_topic_score_gemma":0.09960692,"domain_scores_codex":[0.9996572,0.00005937838,0.00002192485,0.00007273388,0.00009646265,0.00009236124],"domain_scores_gemma":[0.9991496,0.00004037479,0.0001265148,0.00007976982,0.0001836053,0.000420155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006296379,0.0002905311,0.135606,0.0008689153,0.000139477,0.008301901,0.03708854,0.0001440676,0.02127189,0.009820579,0.5303316,0.2555069],"study_design_scores_gemma":[0.00001904197,0.0003560898,0.1152798,0.0009214923,0.0000497926,0.009102508,0.05584927,0.0003530907,0.001089218,0.001111364,0.8157624,0.0001060205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.684938,0.007642828,0.01062309,0.02572799,0.007316927,0.0003143052,0.003589437,0.003760735,0.2560867],"genre_scores_gemma":[0.6855204,0.002017682,0.0174653,0.01296576,0.0005357517,0.00007334036,0.001358878,0.000315255,0.2797476],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05127228,"threshold_uncertainty_score":0.1715229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435568497582794,"score_gpt":0.2876202072106102,"score_spread":0.2732645222347823,"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."}}