{"id":"W4395435139","doi":"10.15468/dl.2ur9pk","title":"Occurrence Download","year":2021,"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":[0.000819811,0.00178329,0.001425523,0.004446387,0.0009294882,0.002416127,0.0025798,0.001925201,0.1471734],"category_scores_gemma":[0.005918036,0.0008519783,0.001054877,0.009161117,0.0004087009,0.002342116,0.002285749,0.001992994,0.2050663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633755,"about_ca_system_score_gemma":0.002153112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02406657,"about_ca_topic_score_gemma":0.04015421,"domain_scores_codex":[0.9990566,0.0001228837,0.0001232924,0.0003208691,0.000225309,0.0001510621],"domain_scores_gemma":[0.9977371,0.0006366298,0.0002018361,0.0005474804,0.0006305557,0.000246436],"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":[0.00002400807,0.00001087891,0.000346578,0.0004178097,0.00001110213,0.00001431359,0.00002187649,0.0001249916,0.00008001768,0.000360435,0.997143,0.001444928],"study_design_scores_gemma":[0.00006838041,0.000006920207,0.001659214,0.0001796775,0.00001103812,0.0000355939,0.00008229027,0.0002062843,0.000172196,0.0007875279,0.9967747,0.0000160166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004689714,0.0000251137,0.00005321171,0.00004197607,0.00001228626,0.000005986699,0.9985936,0.0004585922,0.0007623701],"genre_scores_gemma":[0.0001956618,0.00003535284,0.0002520529,0.00004475232,0.000003874781,0.00004404838,0.9987286,0.0001713586,0.0005243593],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8528266,"threshold_uncertainty_score":0.492344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021429888384592,"score_gpt":0.2181986141136432,"score_spread":0.1979843152297973,"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."}}