{"id":"W3029636954","doi":"10.29173/bluejay5764","title":"The George F. Ledingham herbarium, University of Regina","year":2009,"lang":"en","type":"article","venue":"Blue Jay","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Plant Biotechnology Institute; University of Regina","funders":"","keywords":"George (robot); Herbarium; Geography; Art; Art history; Library science; Archaeology; Biology; Botany; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008441581,0.0004475568,0.0006206707,0.003416951,0.001636555,0.0008648608,0.001181658,0.0002323725,0.09005182],"category_scores_gemma":[0.001235566,0.000312719,0.0001836434,0.002673956,0.0003771208,0.0008296026,0.000769312,0.0006494453,0.03857876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202482,"about_ca_system_score_gemma":0.002643899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04441746,"about_ca_topic_score_gemma":0.2033597,"domain_scores_codex":[0.9996146,0.00005878386,0.00002596622,0.00008041025,0.0001756464,0.00004460229],"domain_scores_gemma":[0.9985806,0.0001156257,0.0001607623,0.0003451691,0.0005929156,0.0002049757],"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":[0.0002681009,0.00006340261,0.00768385,0.0005487727,0.00002904472,0.0003670295,0.0005116235,0.0002120442,0.01294231,0.004983629,0.659639,0.3127512],"study_design_scores_gemma":[0.00001954526,0.00003080854,0.04302845,0.00007291167,0.00001223221,0.000174929,0.0001964422,0.0002132903,0.001475114,0.0005283044,0.954228,0.00001989646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05036165,0.01174822,0.008786644,0.004248307,0.002529571,0.001192419,0.1762435,0.007212836,0.7376769],"genre_scores_gemma":[0.08803283,0.01094997,0.06927374,0.0007131743,0.0007515824,0.0006582346,0.07732524,0.001680035,0.7506152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9555826,"threshold_uncertainty_score":0.3012534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906454642998186,"score_gpt":0.189673061571237,"score_spread":0.1706085151412551,"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."}}