{"id":"W4396197049","doi":"10.15468/dl.exxeq2","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":[0.000863287,0.001813213,0.001469912,0.004280968,0.001000831,0.002843034,0.002668383,0.001867338,0.1847356],"category_scores_gemma":[0.005808058,0.0008862726,0.001282115,0.008640072,0.0003956748,0.002486093,0.002608017,0.001946867,0.2654932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515835,"about_ca_system_score_gemma":0.00227913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02131047,"about_ca_topic_score_gemma":0.0334659,"domain_scores_codex":[0.9990231,0.0001211068,0.000124001,0.0003481496,0.0002112194,0.000172438],"domain_scores_gemma":[0.9977526,0.0005924691,0.0001837144,0.0006072762,0.0006155225,0.0002484139],"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":[0.00002635046,0.000009171171,0.0003869068,0.0004293992,0.00001274993,0.00001441054,0.00002258081,0.0001171437,0.000098274,0.0003723263,0.9967873,0.001723425],"study_design_scores_gemma":[0.00005620994,0.00000621422,0.001598713,0.0001464277,0.00001090886,0.0000312449,0.00006922993,0.0001812138,0.0001706756,0.0008010237,0.9969131,0.00001500416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004418751,0.00002722895,0.00006303754,0.0000441907,0.00001541052,0.000006078416,0.998295,0.0006438896,0.0008609698],"genre_scores_gemma":[0.0001886464,0.00003826726,0.0002611431,0.00005570407,0.000004548045,0.00004521744,0.9985312,0.0002382684,0.0006369549],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8152643,"threshold_uncertainty_score":0.6180022,"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."}}