{"id":"W7085620709","doi":"10.15468/dl.7tcpyy","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","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":[],"consensus_categories":[],"category_scores_codex":[0.001049686,0.002044713,0.001711755,0.005353644,0.001035001,0.002662731,0.002868697,0.00202947,0.1761102],"category_scores_gemma":[0.006301787,0.0009872533,0.001170197,0.01035366,0.0004428637,0.002481468,0.002622188,0.002092374,0.2342138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795874,"about_ca_system_score_gemma":0.002516626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02433399,"about_ca_topic_score_gemma":0.0397619,"domain_scores_codex":[0.9988644,0.0001473868,0.0001386102,0.0004061706,0.0002607504,0.0001826393],"domain_scores_gemma":[0.9974688,0.0007081063,0.0002301619,0.0006277262,0.000648581,0.0003166027],"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":[0.00002820293,0.000009512658,0.000310849,0.0004970392,0.00001412974,0.00001265911,0.00001908633,0.0001066514,0.00009818737,0.0003601045,0.9973152,0.001228209],"study_design_scores_gemma":[0.00007928831,0.000007151931,0.001667121,0.0001741247,0.00001391201,0.00003211803,0.00006067917,0.0001451456,0.0001842661,0.0008206004,0.9967982,0.00001738487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003309638,0.00002466693,0.00004176647,0.00003036217,0.00001026903,0.000004792832,0.9988832,0.0003672384,0.0006046661],"genre_scores_gemma":[0.0001513927,0.0000327858,0.0001851452,0.00004378977,0.00000340288,0.00003922674,0.9989027,0.0001718425,0.000469634],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1761102,"threshold_uncertainty_score":0.5891472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455603407051849,"score_gpt":0.2233306921425356,"score_spread":0.2087746580720171,"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."}}