{"id":"W6969011780","doi":"10.5281/zenodo.5997927","title":"Phytomyza ranunculi Schrank","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ranunculus; Frass; Repens; Infestation; Arthropod mouthparts","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":[0.0002236095,0.00007758399,0.00007334076,0.00002444438,0.002160439,0.0004128328,0.000495159,0.00004132283,0.03376738],"category_scores_gemma":[0.0001697312,0.00003720194,0.00004294211,0.0003639091,0.0001157189,0.0001965766,0.0002963033,0.0001314058,0.02113179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002760076,"about_ca_system_score_gemma":4.610948e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002540084,"about_ca_topic_score_gemma":0.000004013045,"domain_scores_codex":[0.9991519,0.000106486,0.0001159097,0.0002244667,0.0001665105,0.0002347428],"domain_scores_gemma":[0.9994451,0.00002691802,0.00004193355,0.0000731297,0.0003049418,0.0001079286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008152732,0.0001746141,0.00001242586,0.000005620034,0.00002310477,0.000006302275,0.0002585096,5.98201e-7,0.322247,0.001930722,0.3992525,0.2760071],"study_design_scores_gemma":[0.0001389116,0.000229908,0.002351922,0.00001104636,0.000004506539,0.00006132568,0.000123722,0.00008279931,0.002509343,0.0001040579,0.9942866,0.00009584772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5063992,0.000057215,0.0001658106,0.00250006,0.0003045452,0.0002900325,0.0004210265,0.001087107,0.488775],"genre_scores_gemma":[0.9965607,0.00002573042,0.0000438699,0.0002139344,0.0006254303,1.554188e-8,0.00092701,0.00003435644,0.001568959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5950341,"threshold_uncertainty_score":0.9991386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04594703688705221,"score_gpt":0.2382355612968055,"score_spread":0.1922885244097533,"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."}}