{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001381628,0.0004226876,0.0003321347,0.001017699,0.0008098169,0.0003588002,0.0004196279,0.0002956844,0.01149461],"category_scores_gemma":[0.000221214,0.0002055561,0.0001610463,0.000558841,0.0001864786,0.0007042241,0.000438538,0.0005669111,0.002823711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006381657,"about_ca_system_score_gemma":0.0001840559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006958182,"about_ca_topic_score_gemma":0.01660796,"domain_scores_codex":[0.9999224,0.000006464112,0.000006192015,0.00003468356,0.00001990973,0.00001037128],"domain_scores_gemma":[0.9999326,0.00001199994,0.00002684087,0.000007643602,0.00001155793,0.000009315254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009933363,0.0001008001,0.02316132,0.001857685,0.0001163432,0.004532652,0.004068781,0.00142843,0.4280735,0.008456821,0.02416484,0.5030455],"study_design_scores_gemma":[0.0001548608,0.0004699719,0.3323083,0.0006532161,0.0001818389,0.008147828,0.00138232,0.0007927857,0.01358515,0.001629225,0.6406139,0.00008048672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5925082,0.01504778,0.005878144,0.001194292,0.000220908,0.0003287552,0.005556647,0.00156962,0.3776956],"genre_scores_gemma":[0.9112502,0.002817244,0.004261219,0.0007929874,0.00008735069,0.000137386,0.00268158,0.00006486451,0.07790727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01149461,"threshold_uncertainty_score":0.03845328,"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."}}