{"id":"W4236936479","doi":"10.1079/cpc.30828.20210100054","title":"<i>Linaria vulgaris</i> (common toadflax).","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invasive species; Geography; Native plant; Perennial plant; Introduced species; Biodiversity; Temperate climate; Noxious weed; Range (aeronautics); Agroforestry; Ecology; Forestry; Biology; Weed; Engineering","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":[0.0001020153,0.0003608994,0.000183635,0.0006782509,0.0004399196,0.0003488458,0.0003240235,0.0002482547,0.03321401],"category_scores_gemma":[0.0001321419,0.00009449703,0.0002141673,0.0004054528,0.0001131462,0.0003756052,0.0004241439,0.0004864939,0.01065978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005515416,"about_ca_system_score_gemma":0.0001686566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006693314,"about_ca_topic_score_gemma":0.01284207,"domain_scores_codex":[0.9999297,0.000005438749,0.000003016837,0.00003105001,0.0000184242,0.0000124086],"domain_scores_gemma":[0.9999113,0.00001002543,0.00001700123,0.00001222946,0.00001580376,0.0000335172],"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":[0.0008819798,0.0002695571,0.007058005,0.0006145918,0.0000676483,0.00120137,0.0002353748,0.0004565767,0.7151161,0.004191228,0.1370493,0.1328582],"study_design_scores_gemma":[0.00008242447,0.0006352603,0.0999997,0.00009715904,0.000075671,0.002847278,0.0003285491,0.000868386,0.0608342,0.001670511,0.8324971,0.00006370843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5725145,0.006307522,0.01453697,0.004965371,0.002998827,0.0005017367,0.06093284,0.006323422,0.3309189],"genre_scores_gemma":[0.6526979,0.001831253,0.008090824,0.002557618,0.0002032255,0.0002076521,0.05681621,0.0006920379,0.2769033],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03321401,"threshold_uncertainty_score":0.1111119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484623610962983,"score_gpt":0.2198961424337283,"score_spread":0.1950499063240985,"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."}}