{"id":"W7018324923","doi":"","title":"Damage to common plumbing materials caused by overwintering Leptoglossus occidentalis (Hemiptera: Coreidae)","year":2017,"lang":"en","type":"other","venue":"reroDoc Digital Library","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PEST analysis; BATES; Overwintering; Nymph; Coreidae; Integrated pest management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0001327771,0.001402799,0.001733861,0.0006405514,0.0002047712,0.007002983,0.002512667,0.000656173,0.006923574],"category_scores_gemma":[0.0001128087,0.001548453,0.0003355452,0.0002543651,0.0002792578,0.004453504,0.002714304,0.0004500005,0.02091087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210801,"about_ca_system_score_gemma":0.0001093153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003351806,"about_ca_topic_score_gemma":0.00004163468,"domain_scores_codex":[0.9953569,0.0001189674,0.0008805187,0.001552944,0.0008378662,0.001252798],"domain_scores_gemma":[0.9953327,0.00008606548,0.001148483,0.002700093,0.00001904386,0.0007136136],"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":[0.0001377002,0.000124223,0.003386935,0.0002643857,0.0002987859,0.0005796617,0.00005059057,4.257872e-7,0.01815889,0.00004417164,0.9757571,0.001197151],"study_design_scores_gemma":[0.0008427341,0.0001131081,0.0006798938,0.003539109,0.00006662028,0.00004299356,0.00002230257,0.000001095543,0.0326826,0.00006634353,0.9602641,0.001679117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07795767,0.0005386564,0.000005989339,0.00007255681,0.001297214,0.001229387,0.07404913,0.003033496,0.8418159],"genre_scores_gemma":[0.1896835,0.00005296914,0.0001241833,0.0004421342,0.001257093,0.00008467237,0.01837161,0.005890524,0.7840933],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1117259,"threshold_uncertainty_score":0.9998722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189722216421646,"score_gpt":0.241884028198777,"score_spread":0.2299868060345605,"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."}}