{"id":"W3197756869","doi":"10.1017/inp.2021.25","title":"Stationary soil steaming to combat invasive plant species for soil relocation","year":2021,"lang":"en","type":"article","venue":"Invasive Plant Science and Management","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norsk institutt for Bioøkonomi; Norges Forskningsråd","keywords":"Rhizome; Avena fatua; Germination; Steaming; Fumigation; Invasive species; Population; Seedling; Bromus tectorum; Biology; Botany; Allelopathy; Ornamental plant; Horticulture; Agronomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0003395165,0.0001167419,0.0001312516,0.0000450883,0.0006749275,0.0001831157,0.0002582597,0.00002763347,0.00002686378],"category_scores_gemma":[0.0001296048,0.00005894168,0.00003165767,0.0005125806,0.0001136697,0.0002206551,0.0001953733,0.00004180612,0.00002520035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005898685,"about_ca_system_score_gemma":0.0000657842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002352866,"about_ca_topic_score_gemma":0.005063086,"domain_scores_codex":[0.9986669,0.00001841051,0.0001912864,0.0004595493,0.0003593534,0.0003045432],"domain_scores_gemma":[0.9990911,0.000355967,0.00007129011,0.00008564748,0.0002619188,0.000134035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003547967,0.00008900978,0.0005090891,0.00006103395,0.00002737039,0.00002198665,0.0004567307,0.0001404795,0.912252,0.04938458,0.009046888,0.02797532],"study_design_scores_gemma":[0.001007962,0.0006114728,0.5268238,0.000318012,0.000127516,0.00005698891,0.02155398,0.0008406386,0.1953962,0.0135887,0.2387065,0.0009682298],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795617,0.0001717967,0.0004015253,0.01410622,0.0001674761,0.0009955033,0.0005499827,0.00005481676,0.00399097],"genre_scores_gemma":[0.9922633,0.000458454,0.0007742691,0.003873072,0.0001414353,0.0003744512,0.0004931529,0.000001371191,0.001620477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7168558,"threshold_uncertainty_score":0.5191065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927859068768425,"score_gpt":0.2217286367487127,"score_spread":0.1924500460610285,"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."}}