{"id":"W6968250466","doi":"10.5281/zenodo.14389196","title":"Zeugophora puberula Crotch","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; Larva; New england; Dorsum","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":[0.00004460648,0.0002652184,0.000143275,0.000676812,0.0005809595,0.0001940255,0.0002538818,0.0001651786,0.01935247],"category_scores_gemma":[0.0001005326,0.0001328053,0.0001167355,0.000158909,0.0001856779,0.0002716056,0.0005487049,0.0003981237,0.003968596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227421,"about_ca_system_score_gemma":0.0001417225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00815496,"about_ca_topic_score_gemma":0.02066224,"domain_scores_codex":[0.9999506,0.000004317897,0.000002231601,0.00001558981,0.00001308935,0.00001405046],"domain_scores_gemma":[0.9999484,0.000006507665,0.00001411965,0.000005682065,0.000009936564,0.00001550067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006919163,0.0003290821,0.05909938,0.0005684158,0.00003834076,0.002324981,0.001061065,0.000461104,0.4738956,0.00476841,0.02342575,0.4333358],"study_design_scores_gemma":[0.000110929,0.0004911675,0.7404802,0.0002002838,0.00002960945,0.003383731,0.0009464,0.0005713368,0.01872898,0.0004030748,0.2346224,0.00003187585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7412958,0.002104761,0.002061074,0.0003487846,0.0001421183,0.0003734673,0.003051711,0.0007021764,0.2499201],"genre_scores_gemma":[0.9471703,0.0007140188,0.002058857,0.0003206011,0.00002842017,0.00004954274,0.001609131,0.0000587266,0.04799037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01935247,"threshold_uncertainty_score":0.06474042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784744911771029,"score_gpt":0.2267698491031527,"score_spread":0.2089223999854424,"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."}}