{"id":"W6948412309","doi":"10.5281/zenodo.11402555","title":"A review article on Crisium arvense","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cirsium arvense; Herb; Phytochemical; Thistle; Perennial plant; Weed","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":[0.0002786506,0.001059147,0.001280271,0.00351106,0.0006135529,0.002227233,0.0009247207,0.001439569,0.03989225],"category_scores_gemma":[0.0006046116,0.0002572099,0.000778735,0.002620259,0.0003683754,0.002072307,0.001009808,0.001787985,0.01515503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004928682,"about_ca_system_score_gemma":0.001161264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008727837,"about_ca_topic_score_gemma":0.00101935,"domain_scores_codex":[0.9997113,0.00003362123,0.00004540812,0.00008902806,0.00008945513,0.00003113467],"domain_scores_gemma":[0.9996715,0.00009355367,0.0000624914,0.00001545567,0.00009795554,0.0000590887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001742168,0.000173123,0.0004477089,0.01963736,0.00008062238,0.001186199,0.0002193459,0.0003255676,0.006210502,0.004290918,0.1382322,0.8290223],"study_design_scores_gemma":[0.000008213226,0.00006418877,0.000596365,0.001539661,0.00005856021,0.00264053,0.00007524179,0.00003851902,0.0004429913,0.0007291374,0.9937944,0.00001213321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001115952,0.9700941,0.0007381835,0.001864708,0.005793538,0.00004847706,0.0003845511,0.0001202167,0.01984029],"genre_scores_gemma":[0.006480142,0.9561294,0.001387218,0.002601949,0.009096295,0.00004868666,0.001089596,0.00004581646,0.02312094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03989225,"threshold_uncertainty_score":0.1334529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596057248319381,"score_gpt":0.2410841389570059,"score_spread":0.2051235664738121,"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."}}