{"id":"W6912306981","doi":"10.5281/zenodo.4763424","title":"Leuctra duplicata Claassen 1923","year":2017,"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":"Dorsum; Holotype; Sternum; Margin (machine learning); Process (computing); Tapering; Keel","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":[0.000115496,0.0006109271,0.0002626069,0.001329961,0.002068924,0.0005501026,0.0006726492,0.0004550304,0.02709019],"category_scores_gemma":[0.0005159628,0.0002874608,0.000162917,0.0007211221,0.000713511,0.00120176,0.0008319652,0.0007042771,0.006110473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295905,"about_ca_system_score_gemma":0.0006118186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02509073,"about_ca_topic_score_gemma":0.04554432,"domain_scores_codex":[0.9998243,0.00001259296,0.00001591882,0.00006266646,0.00006102443,0.00002337919],"domain_scores_gemma":[0.9998147,0.0000274755,0.00007630876,0.00001979609,0.00004471285,0.00001713379],"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":[0.0003191722,0.000166483,0.02093922,0.0008953152,0.00007042635,0.003429323,0.003415909,0.001766957,0.03353031,0.02546218,0.09481347,0.8151912],"study_design_scores_gemma":[0.00006239125,0.0001305752,0.09753141,0.0009952842,0.0001038509,0.00872972,0.001551046,0.000767393,0.005764883,0.00276769,0.8815461,0.00004984959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1860495,0.01300387,0.005228188,0.0008557399,0.0007205122,0.0004662763,0.004347087,0.0008446732,0.7884842],"genre_scores_gemma":[0.8869222,0.005191492,0.005706544,0.0008228109,0.0002532985,0.0001832542,0.003010656,0.0001563252,0.09775332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02709019,"threshold_uncertainty_score":0.0906257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03551918737453632,"score_gpt":0.2266773765482365,"score_spread":0.1911581891737002,"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."}}