{"id":"W6924039780","doi":"10.15468/dl.a5tpr3","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Berberis; Berberidaceae; Download; Matching (statistics); Key (lock)","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":[0.0009468785,0.00189005,0.001448433,0.005417473,0.001009704,0.002701622,0.002619935,0.002045536,0.1190779],"category_scores_gemma":[0.005962889,0.000821845,0.001205618,0.01007304,0.0004392932,0.002132696,0.002370972,0.001973428,0.1886299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731781,"about_ca_system_score_gemma":0.002303438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02451734,"about_ca_topic_score_gemma":0.04058905,"domain_scores_codex":[0.9989146,0.000140816,0.0001418388,0.000357277,0.0002622641,0.0001833317],"domain_scores_gemma":[0.9976606,0.0006378891,0.0002280464,0.0005963535,0.0006192166,0.0002578663],"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":[0.00003033447,0.0000118261,0.0004380943,0.0005294435,0.00001454094,0.00001850276,0.00002392887,0.0001329559,0.0001088216,0.0004119543,0.9967019,0.001577682],"study_design_scores_gemma":[0.00006555058,0.000007827259,0.002042748,0.0001967845,0.0000132663,0.00004148315,0.00007421269,0.0001766957,0.0001686651,0.0006928734,0.9965044,0.00001552399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005038923,0.0000347784,0.00004363532,0.00004448208,0.00001394004,0.00000564081,0.9987522,0.000362556,0.0006924322],"genre_scores_gemma":[0.0001644654,0.00003917155,0.0001873154,0.00004403861,0.000003968615,0.00003778144,0.9989386,0.0001188365,0.0004658545],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8809221,"threshold_uncertainty_score":0.3983554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009550310904808703,"score_gpt":0.1986784336095482,"score_spread":0.1891281227047395,"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."}}