{"id":"W4396263290","doi":"10.15468/dl.h75z35","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":[0.0009122973,0.001841281,0.001472912,0.00436715,0.00101895,0.002832695,0.002686142,0.001891661,0.1776728],"category_scores_gemma":[0.006035172,0.000879349,0.001313954,0.008701923,0.0003983086,0.002530758,0.002600909,0.001966845,0.263133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514965,"about_ca_system_score_gemma":0.002304118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02025344,"about_ca_topic_score_gemma":0.03221685,"domain_scores_codex":[0.9989679,0.0001313791,0.0001324038,0.000369298,0.0002218246,0.000177206],"domain_scores_gemma":[0.997675,0.0006187645,0.000187813,0.000641432,0.0006264125,0.0002506079],"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":[0.00002827969,0.000009378139,0.0003756628,0.0004368302,0.00001295716,0.00001490025,0.00002276938,0.0001190862,0.0001004342,0.0003793068,0.9967269,0.001773401],"study_design_scores_gemma":[0.00005427047,0.000006311242,0.001458998,0.0001455774,0.00001091565,0.00003143085,0.00006661823,0.0001833862,0.0001739239,0.0008295798,0.9970242,0.00001473036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004502385,0.0000282513,0.0000695065,0.0000461711,0.00001624867,0.000006388371,0.9982237,0.0006935368,0.0008711478],"genre_scores_gemma":[0.0001873529,0.00003811515,0.0002768485,0.00005755397,0.000004613347,0.00004655301,0.9985204,0.0002444424,0.0006241067],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8223271,"threshold_uncertainty_score":0.5943748,"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."}}