{"id":"W6969142617","doi":"10.5281/zenodo.5997820","title":"Liriomyza ptarmicae de Meijere","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artemisia; Mating; Achillea millefolium; Receptacle; Frass","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":[0.0004372932,0.0001066154,0.0001118234,0.00002150119,0.001795214,0.0004183185,0.0008895171,0.00008314283,0.0402046],"category_scores_gemma":[0.000739156,0.00004784487,0.00006040473,0.0003632815,0.0003189836,0.0001180654,0.0006175646,0.0001616993,0.009357334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000684597,"about_ca_system_score_gemma":9.628737e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003099987,"about_ca_topic_score_gemma":0.000005112408,"domain_scores_codex":[0.9987366,0.0002399593,0.0001516875,0.000305659,0.0001856457,0.0003804388],"domain_scores_gemma":[0.9991689,0.00004865962,0.00006307596,0.0001020486,0.0004519547,0.0001653511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007792436,0.00008762747,0.00003269707,0.00000505448,0.0000217445,0.000007672558,0.0001827771,6.466926e-7,0.4636828,0.005820172,0.1432647,0.3868161],"study_design_scores_gemma":[0.0001279632,0.0005774075,0.01764097,0.000007832367,0.000004771548,0.00004095751,0.0001912526,0.00003227342,0.003366724,0.000612705,0.9772683,0.0001288402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7771041,0.0001081426,0.0001784138,0.007311645,0.00009833257,0.0003251973,0.0001909436,0.001046915,0.2136363],"genre_scores_gemma":[0.9973248,0.00003317639,0.0001478287,0.0007975806,0.0006239475,2.295195e-8,0.0003499747,0.00004029537,0.0006823274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8340036,"threshold_uncertainty_score":0.9995043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.047275356010343,"score_gpt":0.2283412812169326,"score_spread":0.1810659252065896,"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."}}