{"id":"W2143293267","doi":"10.5281/zenodo.15996806","title":"Flight activity of Agriotes lineatus L. and A. obscurus L. (Coleoptera: Elateridae) in the field","year":2003,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Zoology; Ecology","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":[0.000132413,0.000127717,0.0001355688,0.00005097912,0.0002353723,0.00003741861,0.0002415941,0.0001097436,0.001071852],"category_scores_gemma":[0.00003851433,0.0001028566,0.00004590397,0.0002718384,0.0003457134,0.0009509534,0.0001970321,0.0001617153,0.0001223805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000317138,"about_ca_system_score_gemma":0.00001755711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003569581,"about_ca_topic_score_gemma":0.0003782062,"domain_scores_codex":[0.9991786,0.0001206047,0.0001266985,0.00024151,0.0001282253,0.0002043678],"domain_scores_gemma":[0.9995996,0.0000750054,0.00006113858,0.0002097998,0.000002181611,0.00005226435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004839512,0.0001544815,0.9901305,0.00001982886,0.000012782,0.00007533478,0.0005172248,0.00003656731,0.00004662109,0.003519978,0.004577833,0.0008604893],"study_design_scores_gemma":[0.0003783609,0.0001212763,0.9659286,0.00001110219,0.00001257071,0.000008507211,0.0001198232,0.00001747095,0.001758042,0.0001812993,0.03133489,0.000128028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723237,0.00006384671,0.00005331868,0.001391541,0.0001691291,0.0002788226,0.0000216473,0.00003079854,0.02566724],"genre_scores_gemma":[0.9973758,0.0001143805,0.0007757961,0.001512117,0.000008428679,0.000006147149,0.000001289674,0.00000217482,0.0002038773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02675706,"threshold_uncertainty_score":0.9998413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006164117651574327,"score_gpt":0.1800318898324594,"score_spread":0.1738677721808851,"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."}}