{"id":"W4396295799","doi":"10.15468/dl.hhamu2","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":[0.001060021,0.001883422,0.001562248,0.004712783,0.0009961217,0.002722776,0.002909657,0.002032126,0.1666663],"category_scores_gemma":[0.006317575,0.0009721682,0.001112489,0.009411923,0.0004545414,0.002299714,0.002440999,0.00208998,0.2195634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661044,"about_ca_system_score_gemma":0.002397742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02233217,"about_ca_topic_score_gemma":0.03692073,"domain_scores_codex":[0.9989102,0.0001514357,0.0001426842,0.0003721757,0.0002507419,0.0001728035],"domain_scores_gemma":[0.9974463,0.0007354359,0.0002454964,0.0006448806,0.0006248978,0.0003030198],"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":[0.00002590749,0.00001028495,0.0003288118,0.0004410824,0.00001308579,0.00001376439,0.00002157239,0.0001123592,0.00008780436,0.0003720708,0.9974365,0.001136935],"study_design_scores_gemma":[0.00007521653,0.000006724325,0.001672742,0.0001692064,0.00001284862,0.00003496276,0.00006782447,0.0001570767,0.0001729443,0.0007641632,0.9968498,0.00001645634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003743979,0.00002166375,0.00004595047,0.00003513023,0.00001043805,0.000005088483,0.9988402,0.000366967,0.000637087],"genre_scores_gemma":[0.0001653209,0.00003028744,0.0001916516,0.00004484475,0.000003443142,0.00004285944,0.9988851,0.0001685375,0.0004680251],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8333337,"threshold_uncertainty_score":0.5575544,"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."}}