{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007958287,0.0002886483,0.0000833798,0.0005584445,0.0003923196,0.000269906,0.0001708272,0.0001355821,0.006510191],"category_scores_gemma":[0.0002048072,0.00008169848,0.00009517928,0.0002915329,0.0001835825,0.0001596697,0.0003457666,0.0001335924,0.001234928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310951,"about_ca_system_score_gemma":0.0002136495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02306738,"about_ca_topic_score_gemma":0.1076542,"domain_scores_codex":[0.9999287,0.000007502554,0.000003032312,0.0000121635,0.0000288125,0.00001981114],"domain_scores_gemma":[0.9998336,0.00002031525,0.00006175505,0.00001991289,0.00003241888,0.00003202298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009426022,0.000677897,0.4316814,0.000658306,0.0001043,0.004280594,0.00115688,0.0005818452,0.1557061,0.0002642299,0.01523778,0.3887081],"study_design_scores_gemma":[0.00001431553,0.000367261,0.9793848,0.00006451723,0.00003016151,0.001538583,0.0003104338,0.000229775,0.00974715,0.00006475116,0.008239562,0.000008791122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814816,0.00049964,0.0002306276,0.0000521804,0.000009152194,0.00003152448,0.0005530291,0.0001474819,0.01699484],"genre_scores_gemma":[0.9860163,0.0007384768,0.0004841856,0.00005175436,0.000008811604,0.00001161522,0.0006656069,0.0000214089,0.01200178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02306738,"threshold_uncertainty_score":0.04586625,"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."}}