{"id":"W2138413063","doi":"10.4039/ent132387-3","title":"DESIGN FOR A LOW-COST, COVERED, RAMP PITFALL TRAP","year":2000,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; McGill University","funders":"University of California, Riverside","keywords":"Digging; Pitfall trap; Trap (plumbing); Habitat; Environmental science; Abiotic component; Substrate (aquarium); Ecology; Biology; Geography; Environmental engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002898511,0.0001116051,0.0001220679,0.000009594134,0.001034644,0.00004882377,0.0003823804,0.0001206262,0.001854905],"category_scores_gemma":[0.00004231446,0.00003785956,0.00007862612,0.000142018,0.0003485751,0.00004012708,0.00001598245,0.00009061771,0.000370989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009936841,"about_ca_system_score_gemma":0.00003818847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09092434,"about_ca_topic_score_gemma":0.7042505,"domain_scores_codex":[0.9991308,0.00007402549,0.00009381726,0.0001915702,0.0000667086,0.0004430936],"domain_scores_gemma":[0.9994869,0.0002467984,0.00002797312,0.00005667275,0.00003545048,0.0001461786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001152123,0.000292174,0.04103968,0.00002404121,0.0003523263,0.0002047232,0.001369346,0.0007064624,0.001130577,0.006196579,0.6364298,0.3111022],"study_design_scores_gemma":[0.0007310831,0.0007017887,0.2911641,0.00001234008,0.00007539017,0.00004740942,0.000409352,0.0001729925,0.0006933401,0.006507464,0.6989172,0.000567553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712541,0.0001683958,0.00001175054,0.02183368,0.0001861971,0.001063814,0.0004177015,0.00006321411,0.005001136],"genre_scores_gemma":[0.991971,0.00005349039,0.00005256387,0.003280138,0.0001047855,0.00005285156,0.00006581321,5.557497e-7,0.004418835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6133261,"threshold_uncertainty_score":0.9990575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0462392985575381,"score_gpt":0.2191178031197101,"score_spread":0.172878504562172,"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."}}