{"id":"W6905959076","doi":"10.15468/dl.v7jzgv","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":[0.001118074,0.001956987,0.001660121,0.005365049,0.001066898,0.002786058,0.002929561,0.002068504,0.1715742],"category_scores_gemma":[0.006350258,0.0009935535,0.001180176,0.0106292,0.0004630589,0.002466592,0.002680386,0.002102147,0.2361344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607891,"about_ca_system_score_gemma":0.002416182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0210656,"about_ca_topic_score_gemma":0.03476432,"domain_scores_codex":[0.9988232,0.0001581743,0.0001558983,0.0004085019,0.000266237,0.000187927],"domain_scores_gemma":[0.9973583,0.0007553693,0.0002446516,0.0006992536,0.0006406837,0.0003017283],"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":[0.00002811379,0.00001049044,0.0003519706,0.0005174946,0.00001466844,0.0000145607,0.00002431557,0.0001139633,0.0001161816,0.0003993591,0.9970269,0.001382138],"study_design_scores_gemma":[0.00006495764,0.000007027264,0.001724642,0.0001934436,0.0000141278,0.00003598509,0.00007253069,0.0001315028,0.0001765008,0.0007507331,0.9968113,0.0000171784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003591408,0.00002444588,0.00004658498,0.00003235877,0.00001116302,0.0000046126,0.9988768,0.0003440437,0.0006241957],"genre_scores_gemma":[0.0001383849,0.00003185072,0.0001877798,0.00004051486,0.000003136004,0.00003723705,0.9989539,0.0001536701,0.0004534236],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8284258,"threshold_uncertainty_score":0.573973,"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."}}