{"id":"W7106170334","doi":"10.15468/dl.ngu9xg","title":"Occurrence Download","year":2025,"lang":"","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Biodiversity; Botanical garden; Download; Lichen; Fish <Actinopterygii>; Columbia university","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":[0.001004696,0.002198003,0.001805001,0.006159437,0.001161033,0.003360206,0.002974093,0.002144856,0.2223513],"category_scores_gemma":[0.00808742,0.001023587,0.00156381,0.01087026,0.0004131702,0.003578738,0.003378473,0.002020963,0.3025983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696823,"about_ca_system_score_gemma":0.002246276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02054405,"about_ca_topic_score_gemma":0.03477607,"domain_scores_codex":[0.9986234,0.0001755572,0.0001783171,0.0005295589,0.0002687357,0.0002244658],"domain_scores_gemma":[0.9969416,0.0008846671,0.0002587927,0.0007738268,0.0008143922,0.0003265941],"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":[0.00003894848,0.00001096332,0.0004728198,0.0006317915,0.00001650276,0.00001738561,0.00002748266,0.0001227142,0.00009725495,0.0003566085,0.995652,0.00255537],"study_design_scores_gemma":[0.00005278385,0.000009638862,0.001465231,0.0001937704,0.00001330646,0.00003710423,0.00008634195,0.0001941436,0.0001484207,0.0008540951,0.9969282,0.00001697017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005046809,0.00004135586,0.00006360057,0.00005121105,0.00001775522,0.000006833429,0.9981893,0.0007355129,0.0008440671],"genre_scores_gemma":[0.0002208555,0.00005274699,0.00032653,0.00007930776,0.000006174971,0.00005247129,0.9981976,0.0002995139,0.0007647587],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2223513,"threshold_uncertainty_score":0.7438393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434536157882973,"score_gpt":0.2311093459842124,"score_spread":0.2167639844053826,"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."}}