{"id":"W6924663377","doi":"10.15468/dl.pqzfcn","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000186857,0.0002624744,0.0002231907,0.0001181486,0.0001415805,0.0001487876,0.0003825625,0.0002732396,0.0002683918],"category_scores_gemma":[0.0000546697,0.0002898549,0.00010533,0.0004083222,0.00005577942,0.0005554536,0.0001555996,0.0002566463,0.346194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005682938,"about_ca_system_score_gemma":0.00008973018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002159189,"about_ca_topic_score_gemma":0.000004749671,"domain_scores_codex":[0.9988612,0.00002231238,0.0002849249,0.0001387673,0.0003604094,0.0003323798],"domain_scores_gemma":[0.9993055,0.00001935561,0.00007249934,0.0003592861,0.0001187708,0.000124596],"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":[0.000006466335,0.000007722837,0.00007880133,0.000393005,0.00003948854,0.00000550484,0.00001503224,0.001004664,4.144847e-8,7.33857e-8,0.997316,0.001133187],"study_design_scores_gemma":[0.0001828224,0.00001350492,0.00003674843,0.000003770622,0.00003250912,0.000001716676,0.0001759153,0.000005955525,0.000002471394,0.000001509022,0.9992548,0.000288248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001397215,0.00002004209,0.00003350395,0.00002958251,0.00107735,0.0002451356,0.9977041,0.0006573966,0.00009318479],"genre_scores_gemma":[0.000009469657,0.0001360048,0.000001427322,0.00007870301,0.000001907629,0.000006724806,0.9997655,2.879209e-8,2.24016e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3459256,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133837123084581,"score_gpt":0.2183821883044748,"score_spread":0.2049984759960166,"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."}}