{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002248171,0.0002526923,0.0004731034,0.00009463925,0.0001922176,0.000006144086,0.001810199,0.00021779,0.000635671],"category_scores_gemma":[0.001000979,0.0001303794,0.0001477562,0.0003026604,0.00173984,0.00002655788,0.007284225,0.0007746454,0.0001326289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074556,"about_ca_system_score_gemma":0.00003766505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135813,"about_ca_topic_score_gemma":0.0147108,"domain_scores_codex":[0.996582,0.001636032,0.0006446313,0.0006109104,0.0002319734,0.0002944612],"domain_scores_gemma":[0.9961222,0.001480793,0.0006104874,0.001734789,0.00002389928,0.00002786249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003003034,0.0004282358,0.9787294,0.0000514732,0.0001121405,0.000005900688,0.01173168,0.0005882937,0.004769231,0.003396868,0.000143628,0.0000131302],"study_design_scores_gemma":[0.0002271433,0.0001780928,0.9827356,0.00007341962,0.00008544719,0.000006494162,0.003136205,0.0000113555,0.001952381,0.0114438,0.0000390542,0.0001109825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895687,0.000005531936,0.000005083155,0.003091643,0.0004006862,0.003073043,0.00008234956,0.00001337946,0.003759641],"genre_scores_gemma":[0.9984527,0.0000290627,0.00001485718,0.0007942172,0.00001516843,0.0004575926,0.000005740731,0.00001360877,0.0002170234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335267,"threshold_uncertainty_score":0.9079265,"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."}}