{"id":"W4395384264","doi":"10.15468/dl.83fpce","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.0002130122,0.0001860707,0.0001835522,0.000006259634,0.0002642436,0.0001552746,0.0006244117,0.0003494646,0.002219417],"category_scores_gemma":[0.0003312166,0.00008287563,0.000152126,0.0004197441,0.0001237383,0.0003295543,0.000403384,0.0002997054,0.4578398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337428,"about_ca_system_score_gemma":0.00003251612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291964,"about_ca_topic_score_gemma":0.0001722345,"domain_scores_codex":[0.9985964,0.00003706454,0.0002450541,0.0002068487,0.0005582866,0.0003563866],"domain_scores_gemma":[0.9992625,0.00006782477,0.0001263543,0.0001195042,0.0001673226,0.0002565079],"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":[0.00002933352,0.00002224656,0.0002589685,0.00004381932,0.00001151601,0.000002573627,0.000001425002,2.096908e-7,0.000005349438,1.128516e-8,0.9932609,0.006363702],"study_design_scores_gemma":[0.00007609769,0.0000409802,0.0005375996,0.000002165965,0.00001024171,0.000001321123,0.00007499855,3.442508e-8,0.00001277021,0.000001423216,0.9990606,0.0001817271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005653907,0.0000100132,2.7927e-8,0.0004102983,0.0001607738,0.0001446926,0.9934356,0.0001172108,0.00006747162],"genre_scores_gemma":[0.0000339194,0.0001209986,8.884128e-8,0.0002377668,0.000003932669,0.000003454723,0.9995994,1.10117e-9,4.454549e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4556204,"threshold_uncertainty_score":0.9986927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516882606209371,"score_gpt":0.2305254091266957,"score_spread":0.205356583064602,"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."}}