{"id":"W7109221288","doi":"10.15468/dl.yqntr8","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); Reference data","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":[],"consensus_categories":[],"category_scores_codex":[0.0009027304,0.001769488,0.001483139,0.004494337,0.0009582036,0.002664876,0.002775808,0.001950613,0.1620993],"category_scores_gemma":[0.005878911,0.0009032097,0.001124609,0.008752932,0.0004329009,0.002460223,0.002576733,0.002069633,0.221215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161667,"about_ca_system_score_gemma":0.002228416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01988549,"about_ca_topic_score_gemma":0.03201948,"domain_scores_codex":[0.9990638,0.0001212233,0.00011895,0.0003362797,0.0002125459,0.0001471381],"domain_scores_gemma":[0.9977216,0.0006471802,0.0002182706,0.0006176113,0.0005280226,0.0002673664],"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":[0.00002831416,0.00001080839,0.0003714295,0.0004986518,0.00001405419,0.00001367015,0.00002266955,0.0001183019,0.0001075711,0.0004026586,0.9968925,0.001519419],"study_design_scores_gemma":[0.00006769037,0.00000735582,0.001862959,0.0001771646,0.00001356705,0.00003635464,0.0000713472,0.0001666472,0.0001915865,0.0007945245,0.9965938,0.00001687423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004201636,0.00002461429,0.00004879466,0.000039668,0.00001202772,0.000005224641,0.9987013,0.0004575593,0.0006686925],"genre_scores_gemma":[0.0001711986,0.00003266656,0.0002217131,0.00004596888,0.000003661041,0.00004085509,0.9988012,0.0001631916,0.0005195797],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1620993,"threshold_uncertainty_score":0.5422761,"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."}}