{"id":"W7106310956","doi":"10.15468/dl.ptrab9","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","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":[0.0008208769,0.001860889,0.001560105,0.004736897,0.00108797,0.002606367,0.002739282,0.002007866,0.1978392],"category_scores_gemma":[0.006355095,0.0009224197,0.001219931,0.009438639,0.0004084373,0.00260945,0.002730764,0.001991021,0.2675309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759568,"about_ca_system_score_gemma":0.002455468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02744438,"about_ca_topic_score_gemma":0.04377005,"domain_scores_codex":[0.9989158,0.0001270119,0.0001401085,0.0003689582,0.0002560545,0.0001920666],"domain_scores_gemma":[0.9975926,0.000622945,0.0002103112,0.0006027801,0.0007039785,0.0002673831],"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":[0.00003004285,0.000009319107,0.0003978561,0.0005036803,0.00001169989,0.00001550239,0.0000248754,0.0001025693,0.000111445,0.0003879512,0.9966934,0.001711697],"study_design_scores_gemma":[0.00005535867,0.000006726139,0.001645975,0.0001872669,0.00001151169,0.00003747566,0.00008482005,0.0001428678,0.0001875169,0.0006819543,0.996942,0.00001634863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004234416,0.00002694707,0.00005860308,0.00003758897,0.00001307539,0.000005087769,0.9984002,0.0005455278,0.0008706518],"genre_scores_gemma":[0.0001795057,0.00003403895,0.0002427149,0.00004740989,0.000003639165,0.00003608131,0.9986169,0.0002144576,0.0006251783],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8021609,"threshold_uncertainty_score":0.6618379,"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."}}