{"id":"W6944391142","doi":"10.18165/qssyvr","title":"University of Alberta Vascular Plant Herbarium (ALTA-VP)","year":2013,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Vascular plant; The arctic; Amateur; Arctic; Resource (disambiguation)","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":[0.001072782,0.001148419,0.001184088,0.00574505,0.001428424,0.002621754,0.00249897,0.0009011543,0.05296005],"category_scores_gemma":[0.005007362,0.000623522,0.0005086508,0.01221537,0.0004944357,0.0008539342,0.001376738,0.001342052,0.04011902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005049112,"about_ca_system_score_gemma":0.01255067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6345426,"about_ca_topic_score_gemma":0.8283602,"domain_scores_codex":[0.9992313,0.00005542328,0.00004455646,0.0002220772,0.000295109,0.000151616],"domain_scores_gemma":[0.9964713,0.000495189,0.0002994005,0.0004905991,0.001768536,0.0004751205],"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":[0.00005220526,0.00001015006,0.002642138,0.0004870127,0.00002429301,0.00004121651,0.00008620295,0.0002115866,0.0001055535,0.001149466,0.9912556,0.00393449],"study_design_scores_gemma":[0.0000513128,0.000003587135,0.01040959,0.0002706047,0.00002194336,0.00003212503,0.0001229943,0.000140055,0.0001501403,0.0007961049,0.9879782,0.00002322867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001651371,0.00007305503,0.00005953044,0.00003143319,0.00001107111,0.000005968059,0.9981699,0.0001038387,0.001380061],"genre_scores_gemma":[0.000856592,0.0001080722,0.0005953828,0.0000266551,0.000005094672,0.00004188008,0.9962875,0.00006598088,0.002012823],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6345426,"threshold_uncertainty_score":0.7352192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830497408255316,"score_gpt":0.2469144254172085,"score_spread":0.2186094513346553,"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."}}