{"id":"W4381800080","doi":"10.29173/bluejay6362","title":"New Rare Vascular Plants for Redberry Lake Biosphere Reserve","year":2023,"lang":"en","type":"article","venue":"Blue Jay","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Biosphere; Nature reserve; Vascular plant; Geography; Ecology; Biology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001859422,0.00011495,0.0001821122,0.000005919544,0.0002692717,0.00002956344,0.0002062686,0.0001147872,0.0004084675],"category_scores_gemma":[0.00009354051,0.00004435473,0.0001315338,0.0002252953,0.00003207626,0.00005722616,0.00009750438,0.0000650873,0.0002324208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009578354,"about_ca_system_score_gemma":0.000009157686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004643573,"about_ca_topic_score_gemma":0.02386926,"domain_scores_codex":[0.999132,0.0000309387,0.0001427571,0.0002706937,0.00009229067,0.0003313065],"domain_scores_gemma":[0.9995276,0.000241716,0.00004817695,0.0000634894,0.00003349535,0.00008551074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009882272,0.00008342539,0.06219322,0.00003987678,0.0002397861,0.00003551137,0.00010122,0.00001721294,0.00665789,0.0001208678,0.886705,0.04370712],"study_design_scores_gemma":[0.0001767173,0.0001060856,0.3813157,0.00001035816,0.000008785397,0.000001175809,0.0005728469,0.00001679001,0.0002036299,0.0004822257,0.6169962,0.0001094827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917446,0.0006131361,0.000005195819,0.004514152,0.0004518308,0.0004013465,0.0001937226,0.0002022182,0.001873837],"genre_scores_gemma":[0.9722013,0.00054039,0.0005835666,0.0005675778,0.001725301,0.0001714451,0.00009178584,0.000003358928,0.02411527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3191225,"threshold_uncertainty_score":0.9939426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04867820804561183,"score_gpt":0.2379485287386442,"score_spread":0.1892703206930324,"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."}}