{"id":"W6893122864","doi":"10.5281/zenodo.14659116","title":"Sigmophora brevicornis","year":2025,"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":"Cecidomyiidae; Larva; Parasitoid; Habitat; Biodiversity","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":[0.0002371986,0.0008226591,0.000313839,0.002227521,0.001263311,0.0005778777,0.0004248022,0.0004070947,0.008934982],"category_scores_gemma":[0.0002532247,0.0001948597,0.0001614365,0.0009180252,0.0003906279,0.0008538138,0.0008502719,0.0003534448,0.004079068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005003976,"about_ca_system_score_gemma":0.0001915677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003955745,"about_ca_topic_score_gemma":0.006499588,"domain_scores_codex":[0.9997301,0.00003327131,0.00002557626,0.0001014436,0.00006433317,0.00004529557],"domain_scores_gemma":[0.9998282,0.00001798526,0.00006974654,0.00001967768,0.00003846455,0.00002585211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009101784,0.0005512222,0.2921771,0.0007029133,0.0001361089,0.002204641,0.003486504,0.0009446598,0.1337451,0.002435961,0.00849272,0.5542129],"study_design_scores_gemma":[0.00004524264,0.0006173573,0.8818313,0.0002711396,0.00009021476,0.002818027,0.002294001,0.0004964079,0.004864758,0.0005375358,0.1061054,0.00002861863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8503683,0.009021915,0.002156092,0.0002575202,0.0002022738,0.0002407912,0.003084183,0.0006011069,0.1340678],"genre_scores_gemma":[0.9846264,0.001562289,0.001459931,0.0001079134,0.00005750541,0.00005726166,0.002265429,0.00001749109,0.009845798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008934982,"threshold_uncertainty_score":0.02989048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439740982764697,"score_gpt":0.2238558112981763,"score_spread":0.2094584014705294,"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."}}