{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008046287,0.000373391,0.0001751691,0.0007801292,0.000437744,0.0001878461,0.0002351908,0.0001843165,0.004073831],"category_scores_gemma":[0.00008274132,0.0001171467,0.0001269094,0.0004241291,0.00009763036,0.0002079471,0.0002705761,0.0002745083,0.001323193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005163837,"about_ca_system_score_gemma":0.0001297637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006220968,"about_ca_topic_score_gemma":0.01377586,"domain_scores_codex":[0.9999336,0.000004511768,0.000005603416,0.00002875099,0.00001374826,0.00001376872],"domain_scores_gemma":[0.9999281,0.000009825771,0.00001921915,0.000007982158,0.00001206635,0.00002289195],"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":[0.0007858386,0.0002063342,0.03547597,0.0004362815,0.00005388968,0.002035067,0.0004692464,0.0003904117,0.8775085,0.0009288979,0.003298187,0.07841144],"study_design_scores_gemma":[0.0001265829,0.00106979,0.8520082,0.0001714152,0.00008815504,0.003894081,0.0007260836,0.0008172131,0.03759483,0.0004982306,0.1029771,0.00002842569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510081,0.001933056,0.0013729,0.0001298382,0.0000603714,0.0001138325,0.007142052,0.0002479896,0.03799174],"genre_scores_gemma":[0.9755203,0.0006285845,0.002101103,0.0002239712,0.00001469703,0.00004359398,0.005701465,0.00002051571,0.01574584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006220968,"threshold_uncertainty_score":0.0136283,"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."}}