{"id":"W4395807576","doi":"10.15468/dl.93u536","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":[0.001065264,0.00188092,0.001605249,0.004599069,0.0009445929,0.002605637,0.002881536,0.00209442,0.1755064],"category_scores_gemma":[0.006212967,0.0009918039,0.001106908,0.008889801,0.0004579751,0.002279274,0.002487121,0.00209913,0.2254858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667527,"about_ca_system_score_gemma":0.002357712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02157093,"about_ca_topic_score_gemma":0.03477925,"domain_scores_codex":[0.9989946,0.0001333766,0.0001348665,0.0003463027,0.0002298477,0.000160987],"domain_scores_gemma":[0.9975169,0.0007305275,0.0002410371,0.0006054565,0.0006058163,0.0003002199],"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":[0.0000279255,0.00001090872,0.0003359787,0.0004949121,0.00001375888,0.00001434469,0.00002206466,0.0001184673,0.00009985373,0.000368272,0.9973194,0.001174158],"study_design_scores_gemma":[0.00009292534,0.000007418896,0.001827778,0.0001893132,0.00001418104,0.00003545438,0.00006837773,0.0001721631,0.0001835779,0.0007789936,0.9966119,0.00001775287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000335245,0.00001962074,0.00004126353,0.00003206478,0.000009596672,0.000004884426,0.9989507,0.0003393756,0.0005688037],"genre_scores_gemma":[0.0001579844,0.00002943831,0.0001932866,0.00004453037,0.00000322765,0.00004358321,0.9989236,0.0001671703,0.0004371771],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8244936,"threshold_uncertainty_score":0.5871274,"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."}}