{"id":"W4395391105","doi":"10.15468/dl.87ybhx","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":[],"category_scores_codex":[0.0009431788,0.002031437,0.001611335,0.004265631,0.0009699913,0.002552411,0.002845077,0.002105154,0.1581088],"category_scores_gemma":[0.005870791,0.00094058,0.001179956,0.009069717,0.0004371217,0.002273318,0.002505542,0.002131237,0.2107268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719153,"about_ca_system_score_gemma":0.002310776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02537635,"about_ca_topic_score_gemma":0.03823289,"domain_scores_codex":[0.9990225,0.0001283832,0.0001212003,0.0003435705,0.0002278043,0.0001565003],"domain_scores_gemma":[0.9978518,0.0006235229,0.0001988072,0.0005398771,0.0005317302,0.0002543085],"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":[0.00002850733,0.00001021101,0.000314042,0.0004433209,0.00001373966,0.00001370579,0.00002139077,0.0001237096,0.00009412503,0.000378465,0.9973437,0.001215164],"study_design_scores_gemma":[0.00009078928,0.000007326655,0.001685393,0.0001666533,0.00001367132,0.0000357466,0.0000648713,0.000201937,0.0001903941,0.0008616759,0.9966642,0.0000172547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003813459,0.00002420529,0.00005006769,0.00003696192,0.00001045563,0.000005295093,0.9987527,0.0004707375,0.0006113196],"genre_scores_gemma":[0.0001727433,0.00003159235,0.0002154087,0.00004811738,0.000003303253,0.0000446254,0.9988495,0.000193135,0.0004415619],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8418912,"threshold_uncertainty_score":0.5289268,"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."}}