{"id":"W6887173893","doi":"10.15468/dl.qsth3c","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Order (exchange)","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":[0.000991223,0.001956974,0.001551031,0.004546509,0.0009819985,0.002435358,0.002836511,0.00198949,0.1513526],"category_scores_gemma":[0.00573079,0.0009482933,0.001159961,0.009467402,0.0004612711,0.002253935,0.00248772,0.002081146,0.2085651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681006,"about_ca_system_score_gemma":0.00238913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02488707,"about_ca_topic_score_gemma":0.03900553,"domain_scores_codex":[0.9990557,0.0001244609,0.000121675,0.000323358,0.0002168175,0.0001578951],"domain_scores_gemma":[0.9977601,0.0006328055,0.0002055248,0.0005998947,0.0005378941,0.000263783],"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":[0.00002793037,0.00001103175,0.0003553879,0.0004887108,0.00001388981,0.00001461842,0.00002546105,0.000135161,0.000123761,0.000407855,0.9969587,0.001437599],"study_design_scores_gemma":[0.00006974217,0.000007094528,0.001668199,0.0001671757,0.00001293127,0.00003531158,0.00007395927,0.0001592133,0.0001995682,0.000776333,0.9968134,0.00001719344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004287936,0.00002369982,0.00005270571,0.00003471716,0.00001171109,0.00000542329,0.9987425,0.0004469045,0.0006394393],"genre_scores_gemma":[0.0001628856,0.00003058798,0.0002276612,0.00004155563,0.000002906213,0.00004201453,0.9989054,0.0001740244,0.0004129751],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8486474,"threshold_uncertainty_score":0.5063249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}