{"id":"W4395386247","doi":"10.15468/dl.2ghp8w","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":[0.001053782,0.001806474,0.001512249,0.004571911,0.0009812159,0.002624901,0.002675789,0.001886657,0.1637614],"category_scores_gemma":[0.006588696,0.000882265,0.001059296,0.009755064,0.000439364,0.002427779,0.00251313,0.002087241,0.2210625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659084,"about_ca_system_score_gemma":0.002520476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02182782,"about_ca_topic_score_gemma":0.03697239,"domain_scores_codex":[0.998925,0.0001463092,0.0001484796,0.0003586155,0.0002542572,0.000167247],"domain_scores_gemma":[0.9974014,0.0007183439,0.0002495012,0.0006489882,0.0006754777,0.0003064516],"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":[0.00002373604,0.000009373146,0.000325407,0.0004155722,0.00001139787,0.00001238755,0.00002050007,0.0000983794,0.00007966133,0.0003662828,0.9975519,0.001085566],"study_design_scores_gemma":[0.00006656964,0.00000583408,0.001541334,0.0001600845,0.00001097495,0.00003102018,0.00006193032,0.0001249641,0.0001487454,0.0007385956,0.9970957,0.00001428485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003333483,0.00001988423,0.00003625961,0.00003387021,0.00001106083,0.000004515291,0.9989752,0.0002769703,0.0006090536],"genre_scores_gemma":[0.0001461625,0.00003008979,0.0001586907,0.00004206662,0.000003573821,0.00004015211,0.9989523,0.0001345512,0.0004923213],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8362386,"threshold_uncertainty_score":0.5478363,"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."}}