{"id":"W6962361674","doi":"10.15468/dl.rxhvc6","title":"Occurrence Download","year":2022,"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); Data set; Set (abstract data type)","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":[0.001021783,0.002026263,0.001585363,0.005207068,0.001018023,0.002586241,0.002915229,0.002124147,0.1506034],"category_scores_gemma":[0.00587029,0.0009212151,0.0011973,0.00978328,0.0004722738,0.002426917,0.002543286,0.002062193,0.2093743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158334,"about_ca_system_score_gemma":0.002301918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065167,"about_ca_topic_score_gemma":0.03498379,"domain_scores_codex":[0.9988971,0.0001580494,0.0001365111,0.000391916,0.0002362264,0.0001801901],"domain_scores_gemma":[0.9975254,0.0007155476,0.0002327026,0.0006707953,0.0005624772,0.0002931098],"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":[0.00002873301,0.00001208941,0.0003879408,0.0005070107,0.00001504674,0.00001475971,0.00002273826,0.0001315188,0.0001099475,0.0003618439,0.9970292,0.001379266],"study_design_scores_gemma":[0.00007243027,0.00000885702,0.001917306,0.0001892034,0.00001471048,0.00004180253,0.00007752336,0.0001745898,0.0001870314,0.0007844773,0.996514,0.00001799376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004934386,0.00003116893,0.00004758871,0.00003790638,0.00001338627,0.000005183519,0.9988052,0.0003904243,0.0006197966],"genre_scores_gemma":[0.0001663274,0.00003278769,0.0001860256,0.00004357251,0.00000356045,0.00003774682,0.9989613,0.0001341083,0.0004345559],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8493966,"threshold_uncertainty_score":0.5038185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}