{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008813419,0.0002781886,0.0003072408,0.0001814402,0.0021328,0.000453126,0.001788041,0.0001349251,0.02336591],"category_scores_gemma":[0.0009542551,0.0002212462,0.00004628948,0.002006805,0.001110699,0.000189927,0.001674012,0.0007920288,0.002710544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006703346,"about_ca_system_score_gemma":0.00001548438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139259,"about_ca_topic_score_gemma":0.0008836059,"domain_scores_codex":[0.9974269,0.0003790814,0.0003279161,0.0006663862,0.0005788279,0.0006209268],"domain_scores_gemma":[0.9987355,0.0001069454,0.0002381659,0.0007239951,0.00008362265,0.0001117329],"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":[0.001215031,0.002449044,0.002090822,0.0005113132,0.0001439574,0.00009297507,0.01605912,0.01973497,0.001383182,0.0002408459,0.7861723,0.1699064],"study_design_scores_gemma":[0.0006966772,0.0004300022,0.005691102,0.0001666338,0.00001483925,0.00002562362,0.0001168074,0.006269614,0.00002307092,0.00005899784,0.9861853,0.0003214033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1391991,0.0002355126,0.005003341,0.00351644,0.000226678,0.004598434,0.0005659127,0.001282718,0.8453718],"genre_scores_gemma":[0.9235183,0.0003658918,0.00934615,0.002392119,0.0003710566,0.000006183333,0.004583937,0.007667052,0.05174934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7936225,"threshold_uncertainty_score":0.9991663,"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."}}