{"id":"W4396003686","doi":"10.15468/dl.dynrgj","title":"Occurrence Download","year":2022,"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":[0.0009114802,0.00188557,0.001505361,0.004376125,0.001003019,0.002895045,0.002718264,0.001887314,0.1807228],"category_scores_gemma":[0.006018796,0.0008850208,0.001300738,0.008625058,0.0004008944,0.002524457,0.002643924,0.001957273,0.26676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473878,"about_ca_system_score_gemma":0.002248735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01980361,"about_ca_topic_score_gemma":0.03165281,"domain_scores_codex":[0.9989593,0.0001338367,0.0001307259,0.0003734374,0.0002220987,0.0001805503],"domain_scores_gemma":[0.9976799,0.0006080296,0.0001888845,0.0006465072,0.0006223213,0.0002543872],"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":[0.00002819466,0.000009504601,0.0003794572,0.0004436049,0.00001347752,0.00001509544,0.00002299226,0.0001271509,0.0001007804,0.0003752196,0.9967699,0.001714731],"study_design_scores_gemma":[0.00005610713,0.000006626086,0.001516935,0.0001457503,0.00001100901,0.00003213262,0.00006963068,0.0001873999,0.000171025,0.0008110222,0.9969772,0.0000151114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004563853,0.0000285404,0.00006544306,0.00004545675,0.0000163831,0.000006199525,0.9982787,0.0006657285,0.0008478722],"genre_scores_gemma":[0.0001845854,0.00003664533,0.0002557926,0.00005390359,0.000004603151,0.00004501632,0.9985651,0.0002315798,0.0006227529],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8192772,"threshold_uncertainty_score":0.604578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}