{"id":"W6894103435","doi":"10.5281/zenodo.6096526","title":"Nasonovia (Kakimia) castelleiae Sampson 1939","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alate; Tundra; Nymph; Oviparity; Terrace (agriculture); Understory","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":[0.00008861131,0.0005440486,0.0002251758,0.00116508,0.00183438,0.0002574783,0.0004442016,0.0002528155,0.008991451],"category_scores_gemma":[0.0002008879,0.0001285713,0.0001315786,0.0006956059,0.0004585792,0.0003512379,0.0005992839,0.0001929315,0.002262572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007255891,"about_ca_system_score_gemma":0.0003341514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04708589,"about_ca_topic_score_gemma":0.1778408,"domain_scores_codex":[0.999944,0.000005935824,0.000005324371,0.00001507262,0.00001671188,0.00001293593],"domain_scores_gemma":[0.9999284,0.000008210665,0.00002702917,0.000007345296,0.00001771071,0.00001125785],"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":[0.001234893,0.0001767091,0.1175451,0.001207029,0.0001136349,0.006012128,0.003646477,0.001016934,0.07538335,0.009923286,0.02491878,0.7588217],"study_design_scores_gemma":[0.0001233752,0.0003956901,0.6733463,0.0006848502,0.0001291103,0.004083247,0.002769026,0.0006021425,0.002641694,0.001277918,0.3138999,0.00004671108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5949576,0.009947928,0.001719948,0.0002259594,0.0003899346,0.0003050315,0.002605733,0.0002345662,0.3896132],"genre_scores_gemma":[0.9675307,0.003187794,0.001650747,0.0001992407,0.00007990707,0.0001017513,0.001515735,0.00001369784,0.02572043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04708589,"threshold_uncertainty_score":0.09362364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05106439781807327,"score_gpt":0.2171326249117425,"score_spread":0.1660682270936693,"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."}}