{"id":"W4393488538","doi":"10.5281/zenodo.10501527","title":"Linked collectors and determiners for: Royal Ontario Museum Green Plant Herbarium (TRT).","year":2024,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Geography; Archaeology; Art; Cartography; Art history; Botany; Biology","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":[0.00165705,0.001441153,0.001478452,0.004539812,0.001699769,0.002569007,0.00294732,0.00131937,0.1487602],"category_scores_gemma":[0.009457341,0.001096584,0.0006588437,0.009092201,0.0007134638,0.001736416,0.002653881,0.001995389,0.1325406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005361684,"about_ca_system_score_gemma":0.009419425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2255876,"about_ca_topic_score_gemma":0.4548022,"domain_scores_codex":[0.9983706,0.0001390738,0.0001763055,0.0005181762,0.0005132967,0.0002825808],"domain_scores_gemma":[0.9929148,0.001044475,0.0006818562,0.001531778,0.002979515,0.0008475869],"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":[0.00001326029,0.000003734364,0.0005053174,0.0002227504,0.000006462692,0.000006193863,0.00002404997,0.00004428595,0.00006184038,0.0003492986,0.9974791,0.001283705],"study_design_scores_gemma":[0.00004327857,0.000002399039,0.003185502,0.0001809429,0.000008614366,0.00001092349,0.00006848289,0.0000575749,0.0001499147,0.0005248237,0.9957516,0.00001589301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004894064,0.0000231222,0.00005982281,0.00002850354,0.00001573831,0.00001020462,0.9985853,0.0001287864,0.001099512],"genre_scores_gemma":[0.0003144575,0.00004071664,0.0004303266,0.00003499795,0.000005954945,0.0001161507,0.9965514,0.000162682,0.002343449],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2255876,"threshold_uncertainty_score":0.4976523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04479744187023518,"score_gpt":0.2516538274822061,"score_spread":0.2068563856119709,"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."}}