{"id":"W4395138216","doi":"10.15468/dl.758q49","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":[0.00107067,0.001870077,0.001552081,0.004501699,0.000951566,0.002548253,0.002800282,0.002021493,0.1501063],"category_scores_gemma":[0.00629237,0.000941272,0.001142408,0.009011967,0.0004387523,0.00219151,0.002383498,0.002084436,0.1951829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683166,"about_ca_system_score_gemma":0.002324474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02286008,"about_ca_topic_score_gemma":0.03683161,"domain_scores_codex":[0.9989356,0.0001502362,0.0001407771,0.000363017,0.000243616,0.000166735],"domain_scores_gemma":[0.9974428,0.0007587966,0.0002442105,0.0006367961,0.0006318028,0.0002854789],"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":[0.00002707872,0.00001101662,0.000375219,0.0004893776,0.00001495666,0.00001434473,0.00002212657,0.0001338785,0.00009587037,0.0003806043,0.9972082,0.001227388],"study_design_scores_gemma":[0.0000851006,0.000007451384,0.001969086,0.0001833521,0.00001432497,0.00003542105,0.00006900245,0.0001817882,0.0001778245,0.0007846544,0.9964748,0.00001717322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003635186,0.00002187105,0.00004347923,0.00003480748,0.00001018475,0.000004857455,0.9989687,0.0003383761,0.0005413992],"genre_scores_gemma":[0.0001592365,0.00003033725,0.0001911505,0.00004286446,0.000003293748,0.00004232437,0.998985,0.0001461025,0.0003997218],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8498937,"threshold_uncertainty_score":0.5021555,"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."}}