{"id":"W6924601860","doi":"10.15468/dl.uuaedh","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Extant taxon; Download; Vascular plant; Matching (statistics); State (computer science)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002771539,0.0002448109,0.0002804796,0.00004721702,0.0003399799,0.0004507439,0.0004170762,0.00029486,0.0337345],"category_scores_gemma":[0.000143974,0.0002288755,0.0001036049,0.0002164149,0.0001445208,0.0008458298,0.000318669,0.0001572619,0.3422734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002204209,"about_ca_system_score_gemma":0.0001986195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009983841,"about_ca_topic_score_gemma":0.00002937651,"domain_scores_codex":[0.9985316,0.0001274519,0.0003806625,0.000238767,0.0004411118,0.0002803915],"domain_scores_gemma":[0.9988685,0.000009700312,0.0002412536,0.0004186344,0.000326695,0.0001351803],"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":[0.00005749603,0.00002477053,0.00004645386,0.0001871312,0.000007640241,0.000002006584,0.00003028562,0.000004064409,0.0000288852,5.617855e-8,0.9993213,0.0002899096],"study_design_scores_gemma":[0.0001782405,0.00002822391,0.00001066193,0.000003512633,0.00002522568,0.000008749562,0.00009002239,3.600854e-8,0.0009503299,3.978035e-7,0.998445,0.0002595707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002499664,0.00003950134,0.000002551473,0.0001036657,0.001963297,0.000173871,0.9949387,0.0001149051,0.0001637995],"genre_scores_gemma":[0.00002146942,0.00007574006,0.000001967457,0.0006271028,0.000003450856,0.000004145933,0.9992656,1.146386e-8,4.733594e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3085389,"threshold_uncertainty_score":0.9671488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869232554309487,"score_gpt":0.2156637980724366,"score_spread":0.1969714725293417,"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."}}