{"id":"W6969030218","doi":"10.5281/zenodo.5997775","title":"Liriomyza baptisiae Frost","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; Frost (temperature); PEST analysis; Host (biology); Larva","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":[0.00008680596,0.0004654748,0.0002752655,0.0006567254,0.0006462141,0.0003128555,0.0003069727,0.0003196717,0.006735665],"category_scores_gemma":[0.0002129525,0.0001769169,0.000162867,0.0003001667,0.0001861516,0.0004230431,0.0005499712,0.0005820708,0.002665621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007007812,"about_ca_system_score_gemma":0.000160418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006667472,"about_ca_topic_score_gemma":0.01315891,"domain_scores_codex":[0.9998881,0.000006626738,0.000007462873,0.00004364614,0.00003541286,0.00001876329],"domain_scores_gemma":[0.9998648,0.00002017979,0.00004744008,0.00001316533,0.00002565955,0.00002875938],"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":[0.0005301363,0.00009056702,0.02691679,0.0008314713,0.00005781438,0.002849569,0.001593559,0.0003118804,0.8913181,0.0007756939,0.004178882,0.07054568],"study_design_scores_gemma":[0.0001754719,0.001095222,0.759039,0.0003342757,0.0001060063,0.007031906,0.001396634,0.0007121747,0.03208689,0.0003970758,0.1975828,0.00004240207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834953,0.003199212,0.001463771,0.0003933834,0.0000812955,0.0001488342,0.003470727,0.0005172552,0.1072303],"genre_scores_gemma":[0.9769505,0.0006458085,0.001155155,0.0003013239,0.00004488988,0.0000558713,0.002182012,0.00003663026,0.01862783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006735665,"threshold_uncertainty_score":0.022533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03375504314691776,"score_gpt":0.232332479471825,"score_spread":0.1985774363249072,"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."}}