{"id":"W4366364397","doi":"10.20944/preprints202304.0582.v1","title":"Study on the Ecology, Biology and Ethology of the Invasive Species Corythucha arcuata Say, 1832 (Heteroptera: Tingidae), a Danger to Quercus sp. in the Climatic Conditions of the City of Sibiu, Romania","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service; Hasso Plattner Foundation; Universitatea \"Lucian Blaga\" din Sibiu","keywords":"Ethology; Ecology; Biology; Habitat; Climate change","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":[0.0002734882,0.0001620253,0.0001988713,0.0003900418,0.0004305154,0.0002898216,0.0001393073,0.0001341803,0.0007975245],"category_scores_gemma":[0.0002655071,0.00007871596,0.0001534258,0.0002101937,0.0002914412,0.0001761946,0.0002610382,0.0002453307,0.0001449826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002029426,"about_ca_system_score_gemma":0.0002119278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00233582,"about_ca_topic_score_gemma":0.008496881,"domain_scores_codex":[0.9998683,0.00002979439,0.000007396392,0.0000344865,0.00003100633,0.00002903628],"domain_scores_gemma":[0.9997988,0.00003165375,0.00008027726,0.00001391766,0.00003474675,0.00004053111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008708572,0.0005595515,0.9386196,0.000126029,0.00003222995,0.0007482502,0.004963509,0.0001416445,0.02318923,0.0001179006,0.00033053,0.03108439],"study_design_scores_gemma":[9.623951e-7,0.000108729,0.9978101,0.000004707137,0.000003609194,0.0002187655,0.0009006843,0.0000395308,0.0002042996,0.000007424642,0.0006990343,0.000002184026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990174,0.0001761935,0.00004940864,0.00001466391,0.000003364087,0.00000875192,0.000025708,9.247693e-7,0.0007036519],"genre_scores_gemma":[0.9985647,0.0002169308,0.0002354229,0.00002338243,0.000008535323,0.00001266125,0.00006150604,0.000001066474,0.0008759084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00233582,"threshold_uncertainty_score":0.004644513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1424520593731273,"score_gpt":0.3455894950390824,"score_spread":0.2031374356659551,"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."}}