{"id":"W7108452872","doi":"10.15468/dl.acdah3","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":"Download; Matching (statistics); Range (aeronautics); Order (exchange); 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":[0.0007845564,0.001784824,0.001478833,0.004978116,0.001020084,0.002682609,0.002649708,0.002017935,0.1713633],"category_scores_gemma":[0.005894069,0.0008979407,0.001187123,0.01041056,0.0004143852,0.002386001,0.00255348,0.001835995,0.2304114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620987,"about_ca_system_score_gemma":0.002340649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02404022,"about_ca_topic_score_gemma":0.03755504,"domain_scores_codex":[0.9990216,0.0001154987,0.0001314835,0.0003375962,0.0002226277,0.000171215],"domain_scores_gemma":[0.9977154,0.0005932612,0.0002013304,0.0005790678,0.0006641733,0.0002468218],"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":[0.00002780444,0.00001020592,0.000446095,0.0005729995,0.00001437611,0.00001607173,0.00002540206,0.000133544,0.0001162586,0.0003920993,0.9963271,0.001917994],"study_design_scores_gemma":[0.00005852416,0.000007312601,0.001839875,0.0001975701,0.00001304524,0.00003816573,0.00008488143,0.0001561719,0.0001699824,0.0006784821,0.9967399,0.00001619709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004754368,0.00003186706,0.00005091123,0.00003910482,0.00001399056,0.000005238017,0.9986129,0.0004366472,0.0007617555],"genre_scores_gemma":[0.0001962691,0.00004196071,0.0002411069,0.0000476975,0.000004366227,0.00003941235,0.998693,0.0001671292,0.000569022],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8286366,"threshold_uncertainty_score":0.5732675,"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."}}