{"id":"W6893752975","doi":"10.5281/zenodo.4545276","title":"Phytomyza flavicornis Fallen","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Powdery Mildew Fungal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Larva; Phenology; Urtica dioica; Pupa; Pith","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001831878,0.000103249,0.0001034872,0.00001733071,0.001488044,0.0005251276,0.0005921977,0.00004666848,0.03986055],"category_scores_gemma":[0.0004188472,0.00005515993,0.00006984483,0.0004832783,0.00006863815,0.0001659655,0.0007422869,0.0001298422,0.009047245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004471292,"about_ca_system_score_gemma":0.000001738711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000125333,"about_ca_topic_score_gemma":0.000002342814,"domain_scores_codex":[0.9986723,0.0002518636,0.0001433222,0.0003578872,0.0002682958,0.0003063372],"domain_scores_gemma":[0.9992293,0.00003496609,0.00004434705,0.0001305466,0.0003691064,0.0001917475],"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":[0.00004014743,0.0002834284,0.00005782859,0.00002180302,0.00003498142,0.00006946774,0.0001844239,0.000008014007,0.2486051,0.001668731,0.2387646,0.5102615],"study_design_scores_gemma":[0.0001205006,0.00009990334,0.01543636,0.00001372485,0.000007837968,0.00006134189,0.0002746849,0.00003129191,0.002575312,0.0002145194,0.9810252,0.0001392832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7633286,0.0005697947,0.00008900658,0.003929468,0.0001546293,0.0003268905,0.0008714041,0.001464617,0.2292656],"genre_scores_gemma":[0.9952242,0.0001058714,0.00004871908,0.0004231988,0.0002292521,2.588493e-8,0.002383908,0.00006647085,0.001518318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7422607,"threshold_uncertainty_score":0.9998119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03709443221927381,"score_gpt":0.2226600287895791,"score_spread":0.1855655965703053,"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."}}