{"id":"W4206265787","doi":"10.1079/isc.17598.20203483384","title":"<i>Securigera varia</i> (crown vetch).","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perennial plant; Geography; Imperata; Invasive species; Herbaceous plant; Livestock; Introduced species; Agroforestry; Agronomy; Cover crop; Noxious weed; Biology; Weed; Forestry; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001166343,0.0002228823,0.0002674544,0.000001752922,0.00009000059,0.0001906555,0.0007676343,0.0003726419,0.01072422],"category_scores_gemma":[0.0001597661,0.00006948979,0.0002265614,0.0001320203,0.00006109277,0.00002899723,0.001249256,0.0008900385,0.0004035287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002698786,"about_ca_system_score_gemma":0.0000338034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004080971,"about_ca_topic_score_gemma":0.0001732513,"domain_scores_codex":[0.9983522,0.00004198996,0.0002254657,0.0005936266,0.0003945031,0.0003921656],"domain_scores_gemma":[0.9991488,0.0001737037,0.00006479485,0.0001059349,0.00006909264,0.0004376771],"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":[0.0001022145,0.0001705872,0.0003225575,0.0001083032,0.00007273722,0.00007314965,0.00002362069,0.000001142621,0.8248677,0.001383587,0.1006626,0.07221178],"study_design_scores_gemma":[0.0002759524,0.0003420162,0.007826651,0.000138962,0.00004211583,0.00001005849,0.000145689,0.0005977205,0.1150168,0.05803235,0.8162299,0.001341735],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8513375,0.0005601281,0.00001177899,0.02697095,0.0002777365,0.0003529582,0.0003084825,0.0004328107,0.1197477],"genre_scores_gemma":[0.9947697,0.0002010806,0.0001362987,0.001613988,0.00103867,0.00002881959,0.0002608195,0.00000117414,0.001949439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7155674,"threshold_uncertainty_score":0.9901801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04323906993762434,"score_gpt":0.2531033036464131,"score_spread":0.2098642337087888,"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."}}