{"id":"W4395341699","doi":"10.15468/dl.8tt7t4","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":[0.001022063,0.002074959,0.001647963,0.004849325,0.001050794,0.002626029,0.002884867,0.002164652,0.1620331],"category_scores_gemma":[0.005953304,0.000986106,0.001190177,0.009843534,0.0004565173,0.002377771,0.00261191,0.002223085,0.2155602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816806,"about_ca_system_score_gemma":0.002522673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02952078,"about_ca_topic_score_gemma":0.04561861,"domain_scores_codex":[0.9989318,0.0001390151,0.0001328584,0.0003675574,0.0002547574,0.0001739452],"domain_scores_gemma":[0.9975442,0.0007062036,0.0002250523,0.0006086912,0.0006142971,0.0003013986],"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":[0.00002703241,0.00001073206,0.0003053477,0.0004486573,0.00001274454,0.00001464122,0.00002399237,0.000117014,0.00009898499,0.0003887857,0.9974234,0.001128633],"study_design_scores_gemma":[0.00008223333,0.000006557611,0.001745317,0.0001605517,0.00001256116,0.00003263071,0.00006712003,0.0001680888,0.0001735621,0.0007820086,0.9967521,0.00001740039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000364244,0.0000205792,0.00004599113,0.0000356803,0.00001005767,0.000005303893,0.9987558,0.0004327764,0.0006573939],"genre_scores_gemma":[0.0001534725,0.00002797545,0.0001895281,0.0000434132,0.000003073524,0.00004381712,0.9989119,0.0001862026,0.0004405829],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8379669,"threshold_uncertainty_score":0.5420549,"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."}}