{"id":"W7103040216","doi":"10.15468/dl.gskrgh","title":"Occurrence Download","year":2025,"lang":"","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Download; Range (aeronautics); Population; Software","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":[0.001087981,0.001719547,0.001601101,0.005253327,0.0009965051,0.002687996,0.002797611,0.001943191,0.1953105],"category_scores_gemma":[0.006796489,0.0009334886,0.001073052,0.01041343,0.000447072,0.002400202,0.002612451,0.00198564,0.2410346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598388,"about_ca_system_score_gemma":0.002334681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02114233,"about_ca_topic_score_gemma":0.03284802,"domain_scores_codex":[0.998925,0.0001428502,0.0001450266,0.0003662485,0.0002412432,0.0001795289],"domain_scores_gemma":[0.9971475,0.0008097984,0.0002879953,0.0007258951,0.0007054907,0.0003233189],"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":[0.00002526892,0.000009367772,0.0003434517,0.0004779334,0.00001286984,0.00001161514,0.00002196922,0.00009986659,0.00009023622,0.0003582983,0.9971454,0.001403756],"study_design_scores_gemma":[0.00006394061,0.000006565094,0.001876667,0.0002049017,0.00001351004,0.00002976607,0.00007469016,0.0001204027,0.0001554346,0.0007180964,0.9967198,0.0000163011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00003065297,0.00001981148,0.00003728334,0.00003012699,0.0000100642,0.000004270255,0.9990195,0.0002780683,0.0005702281],"genre_scores_gemma":[0.0001583679,0.00003130359,0.0001915094,0.0000427105,0.000003624597,0.00004084791,0.998879,0.0001533657,0.0004992661],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8046895,"threshold_uncertainty_score":0.6533787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434536157882973,"score_gpt":0.2311093459842124,"score_spread":0.2167639844053826,"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."}}