{"id":"W6968593790","doi":"10.5281/zenodo.3790888","title":"Haliplus (Liaphlus) fulvus","year":2009,"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":"Canadian Forest Service; Natural Resources Canada; Nova Scotia Hospital","funders":"","keywords":"Holarctic; Nearctic ecozone; Nova scotia; Range (aeronautics); Invertebrate; Vegetation (pathology); Larva","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":[0.00007144558,0.0004248706,0.0001290796,0.0007289133,0.0005762244,0.0001825935,0.0002726257,0.000111707,0.006592105],"category_scores_gemma":[0.0001092616,0.00007919308,0.00009251072,0.0002961894,0.0002774563,0.0002568519,0.0005351352,0.0001277882,0.002653175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005965735,"about_ca_system_score_gemma":0.000257595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889254,"about_ca_topic_score_gemma":0.04423786,"domain_scores_codex":[0.9999518,0.000005419309,0.00000417315,0.0000149013,0.00001261436,0.00001106906],"domain_scores_gemma":[0.9999368,0.000004864829,0.00002828181,0.000004881109,0.00001291104,0.00001230807],"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":[0.0006130189,0.00009999313,0.1954807,0.0008498759,0.00006614275,0.001360109,0.002141829,0.0005357892,0.04220274,0.001828911,0.0262743,0.7285466],"study_design_scores_gemma":[0.00005504628,0.000324958,0.8371118,0.0002135869,0.00004344759,0.002364839,0.00190512,0.0003282614,0.003296708,0.0005066347,0.1538272,0.00002235347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8298894,0.00638078,0.002180874,0.0004558944,0.0001986977,0.0002460647,0.004591122,0.0007580251,0.1552992],"genre_scores_gemma":[0.9726467,0.00159241,0.001533049,0.0003241376,0.00004370686,0.00011526,0.002965146,0.00002252565,0.02075704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01889254,"threshold_uncertainty_score":0.03756517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980975576352821,"score_gpt":0.2003896404476938,"score_spread":0.1805798846841656,"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."}}