{"id":"W4395813339","doi":"10.15468/dl.bgy6ea","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":[0.001059399,0.00196711,0.001606659,0.004736861,0.0009882593,0.002655738,0.002944694,0.002112508,0.1661296],"category_scores_gemma":[0.006208537,0.0009889939,0.001163029,0.009267518,0.0004637073,0.002394965,0.002535163,0.002147365,0.2128427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728633,"about_ca_system_score_gemma":0.002507146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02457985,"about_ca_topic_score_gemma":0.0406617,"domain_scores_codex":[0.9989339,0.0001449838,0.0001411845,0.0003663129,0.0002457811,0.0001678833],"domain_scores_gemma":[0.9974667,0.0007273702,0.0002359428,0.0006371621,0.0006302463,0.0003026528],"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":[0.00002699444,0.00001069717,0.0003272207,0.0004548433,0.00001357971,0.0000145289,0.00002249211,0.0001141051,0.00009117275,0.0003885203,0.9974027,0.001133116],"study_design_scores_gemma":[0.00008218218,0.000006846102,0.001698095,0.0001673207,0.00001293809,0.00003596483,0.00006796748,0.0001650207,0.0001724129,0.000772324,0.9968021,0.00001689428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003583265,0.00002070449,0.00004614902,0.00003566201,0.00001035278,0.000005140076,0.9988451,0.0003859214,0.0006149604],"genre_scores_gemma":[0.0001570498,0.00002971794,0.0002019034,0.00004538078,0.000003166538,0.00004120882,0.9988971,0.0001729038,0.000451507],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8338704,"threshold_uncertainty_score":0.5557589,"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."}}