{"id":"W2912324421","doi":"10.3897/zookeys.819.23535","title":"Plecoptera of Canada","year":2019,"lang":"en","type":"review","venue":"ZooKeys","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clade; Fauna; Biodiversity; Geography; Ecology; Biodiversity hotspot; Taxonomy (biology); Biology; Phylogenetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001674882,0.001218915,0.0008253727,0.002821282,0.0008226697,0.001143151,0.0008932698,0.0005519757,0.01503691],"category_scores_gemma":[0.0004135035,0.0002038044,0.000304451,0.0025425,0.0005431434,0.0007347283,0.0004288504,0.0008852645,0.00443907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982536,"about_ca_system_score_gemma":0.004698178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2257188,"about_ca_topic_score_gemma":0.3719864,"domain_scores_codex":[0.9998052,0.00001285991,0.00001850928,0.00003978383,0.00008560826,0.00003821514],"domain_scores_gemma":[0.9998434,0.00002663037,0.00002504798,0.00000613782,0.00007232856,0.00002645584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006743606,0.00002967284,0.0007305745,0.009434891,0.00003782798,0.0002716948,0.0001123643,0.0001378593,0.001233462,0.001855986,0.05120514,0.9348831],"study_design_scores_gemma":[0.00001253396,0.000036117,0.005521014,0.00305844,0.00006579059,0.0009093074,0.00008110979,0.00002582165,0.000198431,0.0003837669,0.989696,0.00001170391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006165328,0.9795151,0.0001362403,0.0002637748,0.0002600365,0.00003197743,0.0006593908,0.00004003336,0.01847696],"genre_scores_gemma":[0.008339608,0.9792559,0.0004722007,0.0004503021,0.0001426403,0.00002070114,0.0009793327,0.000007820657,0.01033169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7742813,"threshold_uncertainty_score":0.4488098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809607695914555,"score_gpt":0.2242368632871928,"score_spread":0.1961407863280472,"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."}}