{"id":"W4396190810","doi":"10.15468/dl.dwmhbu","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary 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":[0.000223271,0.0001969929,0.0001583125,0.00006654067,0.0002510079,0.0001568003,0.0004772554,0.0001584204,0.002319976],"category_scores_gemma":[0.00004854393,0.0001904739,0.00007581995,0.0002290899,0.0001073226,0.0008431349,0.0001357508,0.0001746252,0.8276522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004382875,"about_ca_system_score_gemma":0.00002431874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009649226,"about_ca_topic_score_gemma":0.0002301027,"domain_scores_codex":[0.9987829,0.00003805909,0.000239204,0.0002098995,0.0004685307,0.0002613618],"domain_scores_gemma":[0.9992747,0.00002094888,0.0001457756,0.0004000847,0.00002044048,0.0001380064],"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":[0.00001527805,0.00000673025,0.03553168,0.00007924686,0.00001733381,0.000003964893,0.000006574867,0.0001291583,8.75073e-10,4.345453e-9,0.9595537,0.004656313],"study_design_scores_gemma":[0.0001249258,0.00003247376,0.02413642,0.000002132521,0.00002851309,0.000001052048,0.000118076,4.882957e-7,1.691642e-7,4.892678e-7,0.9753544,0.0002008778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000616536,0.00001503101,8.670347e-7,0.00006312157,0.001295823,0.0001787986,0.9975613,0.0001049538,0.0001636077],"genre_scores_gemma":[0.00002712299,0.0001877537,0.000001208314,0.0001804673,0.000002731012,5.158599e-7,0.9995998,4.468624e-9,3.699216e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8253323,"threshold_uncertainty_score":0.998592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680223045956953,"score_gpt":0.1984126483235321,"score_spread":0.1816104178639626,"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."}}