{"id":"W7108459606","doi":"10.15468/dl.gcrcre","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":"Download; Herbarium; Matching (statistics); Data collection","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":[0.0008366438,0.002452203,0.00186536,0.005621665,0.001387849,0.003324728,0.003478384,0.002512794,0.1517837],"category_scores_gemma":[0.006800024,0.0009772801,0.001766697,0.0101661,0.000438695,0.003685269,0.003241192,0.002225787,0.2585739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927724,"about_ca_system_score_gemma":0.002527005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02388693,"about_ca_topic_score_gemma":0.0399259,"domain_scores_codex":[0.9986374,0.0001633836,0.000169345,0.0005099937,0.0002968675,0.0002229537],"domain_scores_gemma":[0.9974616,0.0006270814,0.0001991107,0.0007260421,0.0007095027,0.0002765871],"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":[0.00004278225,0.00001452154,0.0004481772,0.0005567338,0.00001714625,0.00002300129,0.0000244946,0.0001299755,0.0001243611,0.0003822473,0.9956475,0.002589012],"study_design_scores_gemma":[0.00005728364,0.00001221543,0.001470888,0.0001688363,0.00001489028,0.00005582794,0.00009242302,0.0002891972,0.0002079044,0.0008449901,0.9967662,0.00001927545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008999858,0.00007774021,0.0001063266,0.0000820596,0.00003374609,0.00001006041,0.9969028,0.001503613,0.001193553],"genre_scores_gemma":[0.0002417298,0.00006223802,0.0003620201,0.00007888322,0.000007141469,0.00004499721,0.9981728,0.0002919811,0.0007382608],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1517837,"threshold_uncertainty_score":0.507767,"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."}}