{"id":"W6962204161","doi":"10.15468/dl.zms54r","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Coordinate system; Matching (statistics); Download; Range (aeronautics); Geographic coordinate conversion","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":[0.000927594,0.001804323,0.001485434,0.00438758,0.0009895019,0.002780471,0.002792678,0.001852163,0.169017],"category_scores_gemma":[0.006280675,0.000843672,0.001329603,0.008599837,0.0004065999,0.002406405,0.002514741,0.001866079,0.2515819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491257,"about_ca_system_score_gemma":0.002230608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0184708,"about_ca_topic_score_gemma":0.0305655,"domain_scores_codex":[0.9989645,0.0001373494,0.0001350488,0.0003727391,0.0002200527,0.0001702043],"domain_scores_gemma":[0.997678,0.0006167698,0.0001841247,0.0006682585,0.0006168973,0.0002360313],"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":[0.00002885343,0.0000104886,0.0004353522,0.0004600793,0.00001431036,0.00001545676,0.000023182,0.0001401537,0.0000992228,0.0004157556,0.9964528,0.001904309],"study_design_scores_gemma":[0.00005970296,0.000007262933,0.001600342,0.0001517736,0.00001216771,0.00003494926,0.00007126175,0.0002084919,0.0001751968,0.0009285558,0.9967349,0.00001534447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005296007,0.00003210368,0.0000743967,0.00004595984,0.00001677741,0.000006573577,0.9982076,0.0007110314,0.0008525797],"genre_scores_gemma":[0.0002012094,0.00003880486,0.0002846582,0.00005502658,0.000004703534,0.00004549044,0.9985271,0.0002228147,0.0006202993],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.830983,"threshold_uncertainty_score":0.5654181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467988013084544,"score_gpt":0.314114483169401,"score_spread":0.2673156818609467,"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."}}