{"id":"W2164698692","doi":"10.4039/n09-062","title":"Effect of drainage ditches on Brachycera (Diptera) diversity in a southern Quebec peatland","year":2010,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Species richness; Ecology; Ditch; Peat; Dominance (genetics); Species diversity; Transect; Geography; Range (aeronautics); Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001965311,0.0002053383,0.0001861762,0.0006835539,0.001173729,0.0006250077,0.0003639098,0.0001793605,0.001876628],"category_scores_gemma":[0.0006658711,0.0001199958,0.000148874,0.0006836493,0.0005130233,0.000140502,0.0003348285,0.000199446,0.000110707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006744843,"about_ca_system_score_gemma":0.002841901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9396048,"about_ca_topic_score_gemma":0.9883301,"domain_scores_codex":[0.9997692,0.00003362318,0.00000660336,0.00004302069,0.00006234689,0.00008527762],"domain_scores_gemma":[0.9991454,0.0001008883,0.0001835065,0.00002257481,0.0002693353,0.0002782556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002090378,0.00009711487,0.981997,0.00003128283,0.00004558841,0.0002002379,0.0007669209,0.0004919053,0.005149537,0.00003945597,0.0006095799,0.01036242],"study_design_scores_gemma":[0.000001905452,0.00002111181,0.9991008,0.000004438819,0.000004089107,0.0000117666,0.000351667,0.000178606,0.00008195663,0.000002785599,0.0002389276,0.000001998637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993094,0.00004344175,0.00002851852,0.00001650632,0.00000129598,0.000006538506,0.0001828824,0.000002771013,0.0004085826],"genre_scores_gemma":[0.9992539,0.00003305784,0.00007947334,0.00001144849,7.715635e-7,0.000004764378,0.0001595439,8.366237e-7,0.0004560755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9396048,"threshold_uncertainty_score":0.1215018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008348212027299524,"score_gpt":0.2192884460530907,"score_spread":0.2109402340257912,"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."}}