{"id":"W6961589396","doi":"10.15468/dl.d7vw9w","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009798659,0.001889666,0.001511285,0.004669258,0.0009949039,0.002530777,0.002835154,0.001918104,0.1524513],"category_scores_gemma":[0.005931637,0.0008879344,0.001136742,0.008843408,0.0004261486,0.002371751,0.002500618,0.002057595,0.2076527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001802933,"about_ca_system_score_gemma":0.002581551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02687754,"about_ca_topic_score_gemma":0.04626089,"domain_scores_codex":[0.9989824,0.0001374229,0.0001273224,0.0003502579,0.0002390558,0.0001636291],"domain_scores_gemma":[0.9975935,0.0006586753,0.0002145056,0.0006359478,0.0006070896,0.000290254],"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":[0.00002725722,0.00001048787,0.0003229557,0.000411774,0.00001294394,0.00001409233,0.00002173927,0.0001228955,0.00009390519,0.0004146788,0.9972886,0.001258618],"study_design_scores_gemma":[0.00007118682,0.000006880006,0.001588685,0.000152608,0.00001185367,0.00003352835,0.00006307861,0.0001788439,0.0001785375,0.0008578588,0.9968412,0.00001577943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004164029,0.00002503258,0.00005425995,0.00003953957,0.00001097687,0.000006105729,0.9986084,0.0004658169,0.0007481481],"genre_scores_gemma":[0.0001564879,0.00003112813,0.0002186309,0.00004546252,0.000003036663,0.00003968077,0.9988331,0.0001764879,0.0004959857],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8475487,"threshold_uncertainty_score":0.5100005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781227119751611,"score_gpt":0.192370027185851,"score_spread":0.1745577559883349,"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."}}