{"id":"W4396001731","doi":"10.15468/dl.fbs76y","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007718296,0.002803212,0.002369276,0.006904708,0.001420808,0.004475557,0.002913435,0.002699928,0.3553529],"category_scores_gemma":[0.006053466,0.0009653461,0.001746097,0.01085562,0.0004162879,0.00417614,0.004105431,0.002095902,0.4913344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822276,"about_ca_system_score_gemma":0.002350216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890798,"about_ca_topic_score_gemma":0.03280789,"domain_scores_codex":[0.9987122,0.0001378566,0.0001793293,0.0004656219,0.0002758318,0.0002291789],"domain_scores_gemma":[0.9977518,0.0005157149,0.0001797939,0.0005213747,0.000711488,0.000319844],"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":[0.00004995564,0.00001208343,0.0002859813,0.0006604855,0.00001257065,0.0000227165,0.00002135537,0.00007840426,0.0001001139,0.000364491,0.9952735,0.003118327],"study_design_scores_gemma":[0.00006813835,0.00001338686,0.001218828,0.0002119772,0.00001330837,0.00005250808,0.00007165841,0.0002370186,0.0001391243,0.0009652672,0.9969892,0.00001955706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000664501,0.00008987132,0.0001052987,0.00008867007,0.00003445364,0.00001191499,0.9954882,0.001791053,0.002324152],"genre_scores_gemma":[0.0002494776,0.00008724229,0.000353886,0.0001170013,0.00001137419,0.00004507169,0.9971968,0.0004244569,0.001514722],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6446471,"threshold_uncertainty_score":0.9195108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}