{"id":"W6924391167","doi":"10.15468/dl.d53v8y","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":"Download; Matching (statistics); Range (aeronautics); Set (abstract data type)","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":[0.0009644409,0.002225297,0.00165158,0.004460079,0.00110667,0.002650682,0.003177536,0.002203586,0.139414],"category_scores_gemma":[0.00596907,0.0009376474,0.001257142,0.008584768,0.0004942578,0.002449947,0.00272576,0.002232677,0.2045426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00172964,"about_ca_system_score_gemma":0.002550001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02423688,"about_ca_topic_score_gemma":0.04056983,"domain_scores_codex":[0.9990188,0.0001316885,0.0001256142,0.0003429712,0.000223666,0.000157302],"domain_scores_gemma":[0.9978371,0.0006008763,0.0001900648,0.000583612,0.0005228909,0.000265361],"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":[0.00003626392,0.00001392252,0.0003781878,0.000521581,0.00001513775,0.00001874177,0.00002531861,0.0001469751,0.0001166715,0.000420413,0.9968354,0.001471452],"study_design_scores_gemma":[0.00009725268,0.000009413096,0.001684433,0.0001834613,0.00001484154,0.00004851834,0.000080627,0.0002373364,0.0002207488,0.0009984499,0.9964049,0.00002003375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005297994,0.00003116589,0.00005971255,0.00004484174,0.00001225862,0.00000665071,0.998482,0.0006277813,0.000682468],"genre_scores_gemma":[0.0001647294,0.00003316965,0.0002350927,0.00004596537,0.000002967534,0.00003822759,0.9988965,0.0001723165,0.0004109677],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8605859,"threshold_uncertainty_score":0.4663864,"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."}}