{"id":"W2964392944","doi":"10.3897/aca.2.e38518","title":"Estimates of catchment area of pitfall traps for carabids","year":2019,"lang":"en","type":"article","venue":"ARPHA Conference Abstracts","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pitfall trap; Boreal; Drainage basin; Environmental science; Abundance (ecology); Hydrology (agriculture); Deciduous; Ecology; Geography; Biology; Geology; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009855373,0.0003611179,0.000396345,0.001047254,0.0002458671,0.0005323924,0.0005518326,0.0003110174,0.001138337],"category_scores_gemma":[0.002555096,0.0002506521,0.0006087155,0.0009316293,0.0001417643,0.0005779995,0.0004578981,0.0002459051,0.0003087528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006927417,"about_ca_system_score_gemma":0.0003515626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177309,"about_ca_topic_score_gemma":0.0252691,"domain_scores_codex":[0.9994679,0.00009347514,0.00003878409,0.0001976611,0.0001311438,0.00007099978],"domain_scores_gemma":[0.9987487,0.0004045493,0.0003766693,0.00009263837,0.000302813,0.00007465029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000800922,0.00006194437,0.9284447,0.0002332467,0.0002182012,0.000167101,0.0005002563,0.02363363,0.01228128,0.0004535054,0.0009532447,0.03297271],"study_design_scores_gemma":[0.000006094758,0.00002812075,0.9724953,0.00003053678,0.0000370746,0.0001191958,0.0001483415,0.02440808,0.001081989,0.0002833086,0.001347528,0.00001443734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808264,0.0007544777,0.01398262,0.00005587897,0.000008454455,0.00008097795,0.00260852,0.0001623907,0.001520386],"genre_scores_gemma":[0.9877615,0.0003273642,0.0086655,0.00002102455,0.000009674759,0.0001387406,0.002601401,0.00002617172,0.0004486306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01177309,"threshold_uncertainty_score":0.02340913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201505725881586,"score_gpt":0.237873065503228,"score_spread":0.2177224929150694,"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."}}