{"id":"W6968407505","doi":"10.5281/zenodo.15701508","title":"Fig. 2. A, Typical zigzag defoliation with a in Elm zigzag sawfly, APROCeROS leUCOPODa (Hymenoptera: Argidae), recorded for the first time in North America through community science","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hydrological Forecasting Using AI","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Natural Resources Canada; Canadian Food Inspection Agency; Canadian Forest Service","funders":"","keywords":"Zigzag; Community structure; Larva","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004028026,0.0001856683,0.00005582868,0.0008890739,0.0005440064,0.0001843133,0.0001195038,0.0001306868,0.0177045],"category_scores_gemma":[0.0001149447,0.00005282503,0.00007067875,0.0008959147,0.0001519185,0.00009080725,0.0001460597,0.0001398366,0.002614687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007858123,"about_ca_system_score_gemma":0.0005249342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4257938,"about_ca_topic_score_gemma":0.8059769,"domain_scores_codex":[0.9999698,0.000002251179,0.000001022656,0.000006866339,0.00001091337,0.000009059075],"domain_scores_gemma":[0.9999055,0.000005361095,0.00001573896,0.000006349578,0.00003987097,0.00002732405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002540388,0.00009600511,0.6948983,0.0002022922,0.00003722183,0.002987903,0.002155358,0.001081454,0.02207924,0.0007257971,0.1550556,0.1204268],"study_design_scores_gemma":[0.000004810519,0.00001414334,0.9718793,0.00001523886,0.000003419768,0.0005364813,0.0007437925,0.0002677672,0.0004480819,0.00002466743,0.02605841,0.000003736727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.738951,0.0003207494,0.001262551,0.0003064523,0.00005998194,0.0002895064,0.0668193,0.0007285473,0.1912619],"genre_scores_gemma":[0.9207373,0.0002995901,0.003035687,0.0001378346,0.00001230683,0.00004483528,0.02175947,0.00005761562,0.05391542],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5742062,"threshold_uncertainty_score":0.8466308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03281164390775611,"score_gpt":0.2387852198730651,"score_spread":0.205973575965309,"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."}}