{"id":"W6943075932","doi":"10.15468/dl.579qps","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","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":[0.0008288393,0.001950126,0.001537785,0.00517007,0.001076519,0.002621898,0.002857243,0.002194291,0.1715835],"category_scores_gemma":[0.006074366,0.0009323086,0.00127631,0.01010088,0.0004220438,0.002558446,0.002541886,0.001947292,0.2364721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927452,"about_ca_system_score_gemma":0.002541422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0312248,"about_ca_topic_score_gemma":0.05222384,"domain_scores_codex":[0.9989225,0.0001320287,0.0001394889,0.0003694767,0.0002448108,0.0001918107],"domain_scores_gemma":[0.9976107,0.0006319347,0.0002071008,0.0005888926,0.0006974503,0.0002639726],"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":[0.00002930947,0.00001007549,0.0004125084,0.0005474232,0.00001414002,0.00001660818,0.00002381092,0.0001327767,0.0001102425,0.0003979883,0.9967099,0.001595085],"study_design_scores_gemma":[0.00006495057,0.000007071054,0.001671378,0.0002004853,0.00001276615,0.00003817697,0.00007945186,0.0001624129,0.000163115,0.0006758134,0.9969072,0.00001704869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004505045,0.00003292232,0.00004765987,0.00003879031,0.00001251756,0.000004959722,0.9985772,0.0004314863,0.0008093668],"genre_scores_gemma":[0.0001657601,0.000037289,0.0002043622,0.00004544426,0.000003325742,0.0000332654,0.9988291,0.0001494301,0.0005321241],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8284165,"threshold_uncertainty_score":0.5740041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}