{"id":"W6893723305","doi":"10.5281/zenodo.4349314","title":"Damaeolus Paoli 1908","year":2019,"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":"Perforating arteries; Key (lock); Genus; Ridiculous","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":[0.0001269966,0.0007761894,0.0002529677,0.001602871,0.001085719,0.0003820529,0.0004654063,0.0004088405,0.01804359],"category_scores_gemma":[0.0003096587,0.0003230525,0.0001127234,0.0006234008,0.0003381646,0.0007919393,0.0007825897,0.0004865266,0.008202487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005603656,"about_ca_system_score_gemma":0.0002872613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007967243,"about_ca_topic_score_gemma":0.01287903,"domain_scores_codex":[0.9999079,0.000005644193,0.000003737613,0.00003332942,0.00003475123,0.00001469823],"domain_scores_gemma":[0.9998897,0.0000247348,0.00003741845,0.000009704547,0.00002177544,0.00001653794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003110336,0.0001415955,0.03893973,0.0008709054,0.00003715315,0.001965999,0.001457919,0.0007322696,0.04821435,0.007767557,0.06937291,0.8301886],"study_design_scores_gemma":[0.00005757688,0.0002542185,0.172069,0.0003327966,0.00005500904,0.004877848,0.000539849,0.0008031381,0.005634682,0.002270766,0.8130741,0.00003100506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3158458,0.01373111,0.01904297,0.001357976,0.0005306193,0.0007152423,0.009563112,0.002987911,0.6362253],"genre_scores_gemma":[0.8861808,0.005849526,0.01200541,0.001274237,0.0001865808,0.0002864003,0.004641816,0.0001079017,0.08946739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01804359,"threshold_uncertainty_score":0.0603618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155822605651212,"score_gpt":0.1881887084693683,"score_spread":0.1726064479042471,"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."}}