{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000131986,0.00005178083,0.00008831849,0.000001996986,0.0003542151,0.000008452064,0.0001693202,0.0000428015,0.0000342544],"category_scores_gemma":[0.00002217953,0.00001693285,0.00005117694,0.00009579229,0.00009980613,0.000032914,0.00002544933,0.00005311248,0.00001805139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001076343,"about_ca_system_score_gemma":0.000002980905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001631485,"about_ca_topic_score_gemma":0.001530534,"domain_scores_codex":[0.9996327,0.00002805058,0.00004476561,0.0001027057,0.00004979191,0.0001419607],"domain_scores_gemma":[0.9997227,0.0001261742,0.00005301958,0.00003646935,0.00003508107,0.00002656326],"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":[0.0004216864,0.0007710037,0.2394747,0.00001933888,0.0002691133,0.00006747257,0.0006156256,0.00001710275,0.06871293,0.01082981,0.3893431,0.2894581],"study_design_scores_gemma":[0.00004471519,0.00009650303,0.4817828,0.000001990582,0.000004632881,8.569202e-7,0.0006373476,0.000004017088,0.00009740013,0.0001947399,0.517099,0.00003604223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669043,0.0003666402,0.000002138791,0.0237078,0.0001044508,0.00007857919,0.000004313628,0.00002619797,0.008805557],"genre_scores_gemma":[0.9942875,0.0002469929,0.0000226563,0.0001162687,0.00009836529,2.737693e-7,3.423634e-7,1.300511e-7,0.005227506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2894221,"threshold_uncertainty_score":0.2724372,"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."}}