{"id":"W6912567709","doi":"10.5281/zenodo.3790674","title":"Dineutus assimilis Kirby 1837","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":"University of British Columbia; Nova Scotia Hospital","funders":"","keywords":"Nova scotia; Ectotherm; Range (aeronautics); Context (archaeology)","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":[0.00007436955,0.0003358163,0.000214259,0.0007729682,0.001746707,0.0003781208,0.0003609653,0.0003496542,0.009925054],"category_scores_gemma":[0.0002759813,0.0001438909,0.00007770376,0.0006877139,0.0006370352,0.0004158033,0.0007457891,0.0003432666,0.002332241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001704942,"about_ca_system_score_gemma":0.001262589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2704169,"about_ca_topic_score_gemma":0.655976,"domain_scores_codex":[0.9998742,0.000004657455,0.000005694565,0.00002614015,0.00005227813,0.00003691545],"domain_scores_gemma":[0.9998933,0.00001208475,0.00002819037,0.00000644815,0.00003836447,0.00002154793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000679841,0.00009708385,0.4369995,0.0007327798,0.00007037612,0.01017737,0.007670208,0.0008784839,0.05391358,0.007899899,0.05841443,0.4224664],"study_design_scores_gemma":[0.00001810507,0.00007536335,0.8172405,0.0003496484,0.00003203987,0.005291467,0.003605227,0.0002365722,0.002190284,0.000559657,0.1703693,0.00003174152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7167581,0.003654075,0.001104139,0.0003503948,0.0003371588,0.000086932,0.001709562,0.00008518987,0.2759145],"genre_scores_gemma":[0.9562648,0.001529438,0.001377656,0.0002969131,0.00003267267,0.0000337789,0.001271452,0.00002005816,0.03917316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2704169,"threshold_uncertainty_score":0.5376859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079777579580526,"score_gpt":0.2028874189393211,"score_spread":0.1820896431435158,"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."}}