{"id":"W7106117972","doi":"10.15468/dl.gshw9s","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":[0.0009235092,0.001642634,0.001411534,0.005026341,0.00087748,0.002269044,0.002409671,0.001584497,0.1669671],"category_scores_gemma":[0.00518205,0.0007883696,0.001006028,0.0103075,0.0003786594,0.001989418,0.002223373,0.001694461,0.2090967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638551,"about_ca_system_score_gemma":0.002700967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03398047,"about_ca_topic_score_gemma":0.0580264,"domain_scores_codex":[0.999062,0.0001180383,0.0001117763,0.0003092107,0.0002266014,0.0001723207],"domain_scores_gemma":[0.9976445,0.0005702237,0.0002312668,0.0005900239,0.0006647179,0.0002992446],"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":[0.00002384113,0.000008833417,0.000392331,0.0003856882,0.00001297281,0.00001145362,0.00001942243,0.0001165656,0.00009259678,0.000353867,0.9971679,0.001414577],"study_design_scores_gemma":[0.00005755777,0.00000673938,0.002337654,0.0001730377,0.0000126889,0.0000281481,0.00007094081,0.0001427838,0.0001813056,0.000769984,0.9962026,0.00001662914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003400355,0.00001789441,0.00003482715,0.00002523158,0.000008683312,0.000004082272,0.9990007,0.0002859403,0.0005887115],"genre_scores_gemma":[0.000157807,0.00002521684,0.0001719606,0.00003592855,0.000003082946,0.00003085307,0.9989706,0.0001230267,0.0004814062],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8330328,"threshold_uncertainty_score":0.5585607,"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."}}