{"id":"W2188198988","doi":"10.11646/zootaxa.360.1.1","title":"A new brachypterous species of Elachiptera Becker (Diptera: Chloropidae) from freshwater wetlands in eastern Canada","year":2003,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Wetland; Biology; Salt marsh; Marsh; Ecology; Genus","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":[0.0001195519,0.0005583788,0.0004471688,0.00224983,0.004324579,0.0009490774,0.0007530901,0.0003886779,0.002033504],"category_scores_gemma":[0.0003733809,0.0003790769,0.0002127368,0.00145607,0.001078318,0.0004698739,0.000883654,0.0007233343,0.0003894939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004063668,"about_ca_system_score_gemma":0.004418164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6911364,"about_ca_topic_score_gemma":0.9354297,"domain_scores_codex":[0.9997231,0.000006408959,0.00001454604,0.00006060412,0.0001112789,0.00008396021],"domain_scores_gemma":[0.9995173,0.00004497613,0.00006628151,0.00002887339,0.0001814157,0.0001611156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006117495,0.0002405852,0.5831027,0.0006379077,0.0001314646,0.01015765,0.02130402,0.0003071699,0.08091871,0.0004448188,0.003676656,0.2984666],"study_design_scores_gemma":[0.00001990352,0.0001485179,0.9709799,0.0001093296,0.00005563045,0.006133864,0.003689751,0.0001443385,0.0009755729,0.0000637332,0.0176338,0.00004559944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895204,0.002188022,0.000852416,0.0000974127,0.00005779057,0.000154475,0.000626197,0.00005714988,0.006446089],"genre_scores_gemma":[0.9904481,0.001772692,0.002932447,0.000220707,0.00002347061,0.00007172349,0.001225769,0.00001430077,0.003290695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3088636,"threshold_uncertainty_score":0.6213652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849385805548539,"score_gpt":0.1924767673945033,"score_spread":0.1739829093390179,"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."}}