{"id":"W6892451105","doi":"10.5281/zenodo.10166910","title":"Aleochara (Aleochara) gracilicornis Bernhauer 1901","year":2023,"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":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Beaver; Carex; Castor canadensis; Floodplain; Debris; Marsh; Quadrat; Habitat; Hydrology (agriculture)","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":[0.0001503559,0.001171488,0.0004799784,0.002495224,0.001443063,0.0004594743,0.0009418516,0.0007125934,0.0248211],"category_scores_gemma":[0.0004640254,0.0002577438,0.0002264449,0.0009734974,0.0006328929,0.001208362,0.001123609,0.0006427431,0.008791487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005596766,"about_ca_system_score_gemma":0.0003563231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009405035,"about_ca_topic_score_gemma":0.02702079,"domain_scores_codex":[0.999851,0.00001598293,0.00001266789,0.00005039965,0.00004215826,0.00002776803],"domain_scores_gemma":[0.9998614,0.00002565339,0.0000570201,0.00001217119,0.00003050539,0.00001326956],"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":[0.0004241584,0.0001655051,0.03038488,0.001401902,0.00008291959,0.003612756,0.001788292,0.001686129,0.0165919,0.00885589,0.05512487,0.879881],"study_design_scores_gemma":[0.00008550219,0.0002026192,0.2659708,0.001515976,0.0001623687,0.007238458,0.001523177,0.0007972937,0.002113558,0.003118273,0.717204,0.00006807539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1826983,0.03046325,0.006966947,0.0009914931,0.001269222,0.0009128989,0.007129079,0.001355842,0.768213],"genre_scores_gemma":[0.8895162,0.009654289,0.01165871,0.0008006492,0.0006567696,0.0004762523,0.004988415,0.0001306593,0.08211805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0248211,"threshold_uncertainty_score":0.08303487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876662108748641,"score_gpt":0.2104904350107506,"score_spread":0.1817238139232642,"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."}}