{"id":"W6905869188","doi":"10.15468/dl.bqjz75","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Range (aeronautics); Set (abstract data type); Identification (biology); Download","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":[0.0009544761,0.002285121,0.001613401,0.004506869,0.001017314,0.002595372,0.00308129,0.001969528,0.1316357],"category_scores_gemma":[0.005842406,0.0009411388,0.001231793,0.009077035,0.0004736527,0.002353986,0.002601778,0.002037309,0.1926398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712813,"about_ca_system_score_gemma":0.002585794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02482715,"about_ca_topic_score_gemma":0.04236139,"domain_scores_codex":[0.9989842,0.0001380022,0.0001339468,0.000360107,0.0002265561,0.0001572598],"domain_scores_gemma":[0.9978951,0.0005631568,0.0001964965,0.000545112,0.0005332432,0.0002667929],"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":[0.00003848371,0.00001361978,0.0003942745,0.0005467529,0.00001594927,0.00001735647,0.00002464461,0.0001494671,0.0001251627,0.0004518084,0.9966536,0.001568787],"study_design_scores_gemma":[0.00008539414,0.000009582665,0.001554493,0.0001712408,0.00001444682,0.00004291033,0.00007003233,0.0002135445,0.0002128644,0.000932471,0.9966741,0.00001891386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005391928,0.00003356514,0.00005845084,0.00003791829,0.0000117349,0.00000626877,0.9984578,0.0006218774,0.0007184296],"genre_scores_gemma":[0.0001617494,0.00003671875,0.0002442407,0.00004416199,0.000002754907,0.0000347382,0.9988639,0.0001806914,0.0004311056],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8683643,"threshold_uncertainty_score":0.4403654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089153214616674,"score_gpt":0.2136767702076688,"score_spread":0.2047614487460014,"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."}}