{"id":"W7079655263","doi":"10.5281/zenodo.17025515","title":"Brachymeria podagrica","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Orchard; Predation; Voltinism","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000117178,0.0005610109,0.0002390971,0.0009828812,0.001052577,0.0003891978,0.0003505643,0.0002221832,0.004570214],"category_scores_gemma":[0.0002533783,0.0001345979,0.0002072688,0.0004719914,0.0003919213,0.0004072952,0.0006307482,0.0003022354,0.001531004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005290126,"about_ca_system_score_gemma":0.0001845611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004123606,"about_ca_topic_score_gemma":0.007018947,"domain_scores_codex":[0.9998784,0.00001397155,0.000007166919,0.0000569273,0.00002666462,0.00001687934],"domain_scores_gemma":[0.9999306,0.00000852302,0.00002951383,0.000009044156,0.00001065422,0.00001160346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001714533,0.0001285184,0.08318174,0.002134437,0.000164505,0.004719069,0.003606788,0.001441126,0.3763961,0.004285281,0.0110925,0.5111354],"study_design_scores_gemma":[0.0001058581,0.0005301561,0.6151177,0.0002706099,0.0001667906,0.01255848,0.001701835,0.0004187036,0.009293032,0.0008970335,0.3588912,0.00004848323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8201027,0.008803679,0.003549651,0.0004192813,0.0001898414,0.0002038056,0.003337329,0.0003749697,0.1630188],"genre_scores_gemma":[0.98023,0.00149737,0.001973459,0.0001823753,0.00005184745,0.00005401838,0.00125554,0.00002062642,0.01473471],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9954298,"threshold_uncertainty_score":0.01528889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611450335312586,"score_gpt":0.2347758297126215,"score_spread":0.1986613263594956,"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."}}