{"id":"W4396273420","doi":"10.15468/dl.gt5esg","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":[0.001070068,0.001924738,0.001585625,0.004568069,0.0009728576,0.002551763,0.002834028,0.001993933,0.162969],"category_scores_gemma":[0.006256224,0.0009553555,0.001157989,0.0091557,0.0004371696,0.002311374,0.002456269,0.002117093,0.2119302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716822,"about_ca_system_score_gemma":0.002401596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02415696,"about_ca_topic_score_gemma":0.03853427,"domain_scores_codex":[0.9989386,0.0001448327,0.0001390074,0.0003659332,0.0002436318,0.0001679868],"domain_scores_gemma":[0.9974933,0.0007294072,0.000235502,0.0006188383,0.0006376888,0.0002853694],"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":[0.00002626556,0.00001026232,0.0003360443,0.000462474,0.00001377646,0.00001395883,0.00002207119,0.0001188664,0.00009397029,0.0003699677,0.9973577,0.001174712],"study_design_scores_gemma":[0.00007905513,0.000006663395,0.00177708,0.0001719588,0.00001337328,0.00003318658,0.0000661259,0.0001620674,0.0001749665,0.0007543613,0.9967448,0.0000163306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003423974,0.00002082988,0.00004370947,0.00003343252,0.000009620588,0.000004916405,0.9988964,0.0003596407,0.0005972514],"genre_scores_gemma":[0.0001504706,0.00002970083,0.0001883015,0.00004284909,0.000003062831,0.00004156635,0.9989573,0.0001614573,0.000425321],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.837031,"threshold_uncertainty_score":0.5451857,"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."}}