{"id":"W4396415847","doi":"10.15468/dl.jwxfz7","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":[0.001018262,0.001885536,0.001529927,0.00450641,0.0009341789,0.002550276,0.002833136,0.002098929,0.1564579],"category_scores_gemma":[0.005967311,0.000954598,0.00113809,0.008821289,0.0004447406,0.00219537,0.002422799,0.002058458,0.1997497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681308,"about_ca_system_score_gemma":0.002342982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287589,"about_ca_topic_score_gemma":0.03678736,"domain_scores_codex":[0.9989899,0.0001369011,0.0001347676,0.0003471789,0.0002290903,0.0001621155],"domain_scores_gemma":[0.9976265,0.0006983766,0.0002327934,0.0005804271,0.0005834677,0.00027855],"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":[0.000029115,0.00001138524,0.0003769157,0.0005075763,0.00001509892,0.00001577548,0.00002263322,0.000130477,0.0001007118,0.0003886247,0.9971951,0.001206512],"study_design_scores_gemma":[0.00009367861,0.000007609246,0.001916863,0.0001876774,0.00001457815,0.00003832368,0.00007078155,0.0001848247,0.0001865973,0.0007775978,0.9965041,0.00001739218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003696145,0.0000212909,0.00004138562,0.00003430946,0.000009915701,0.00000491521,0.998961,0.0003369302,0.0005532759],"genre_scores_gemma":[0.0001635245,0.00003005056,0.000191331,0.00004436672,0.000003162265,0.00004097112,0.9989734,0.0001456611,0.0004074961],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8435421,"threshold_uncertainty_score":0.5234038,"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."}}