{"id":"W7115073784","doi":"10.15468/dl.vgnkx5","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); Data set; 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":[0.0009540292,0.001887009,0.00162252,0.005585418,0.001036107,0.002585358,0.0028632,0.002135508,0.1571785],"category_scores_gemma":[0.005991043,0.0008908691,0.001133582,0.01036744,0.0004689857,0.002369537,0.002690904,0.001948864,0.2139113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747947,"about_ca_system_score_gemma":0.002598067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02618173,"about_ca_topic_score_gemma":0.0438106,"domain_scores_codex":[0.9989114,0.000136715,0.0001388632,0.0003712143,0.0002481451,0.0001937216],"domain_scores_gemma":[0.9974896,0.0006583828,0.0002484727,0.000643333,0.000647492,0.0003127482],"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":[0.00003075158,0.00001094348,0.0003692538,0.0005875878,0.00001508127,0.00001545172,0.00002392762,0.0001033401,0.0001251469,0.0003868671,0.9969675,0.001364103],"study_design_scores_gemma":[0.0000673609,0.000007626052,0.001954741,0.0002006917,0.0000140392,0.00003674106,0.00007090013,0.0001117657,0.0001851922,0.0006610854,0.9966726,0.00001723297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003934383,0.0000263367,0.00003488654,0.00003162451,0.00001039068,0.000004951229,0.998902,0.0003265436,0.000623919],"genre_scores_gemma":[0.0001531907,0.00003143839,0.000164634,0.00004322103,0.000003237799,0.0000346021,0.9990055,0.0001288071,0.0004354351],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8428215,"threshold_uncertainty_score":0.5258146,"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."}}