{"id":"W6886930083","doi":"10.15468/dl.6yzfra","title":"Occurrence Download","year":2025,"lang":"en","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":[0.001046175,0.002006951,0.00162052,0.005558519,0.0009480806,0.002647014,0.002835947,0.001970792,0.1564952],"category_scores_gemma":[0.006016971,0.0009104572,0.001219855,0.01039954,0.0004557466,0.002234735,0.002672166,0.001895078,0.2193986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660314,"about_ca_system_score_gemma":0.002443785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02302698,"about_ca_topic_score_gemma":0.03726185,"domain_scores_codex":[0.9988729,0.0001568423,0.000153949,0.0003783441,0.0002438587,0.0001940747],"domain_scores_gemma":[0.9974726,0.000653132,0.0002536397,0.000676237,0.0006434846,0.0003008772],"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":[0.000031057,0.00001048555,0.0003621808,0.0006016031,0.00001663711,0.00001455414,0.00002350276,0.0001185108,0.0001159047,0.000390088,0.9968912,0.001424224],"study_design_scores_gemma":[0.0000719146,0.000007925425,0.001834178,0.0002062504,0.00001492215,0.00003527022,0.00006620422,0.0001226253,0.0001773262,0.0007544341,0.9966917,0.00001727009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003710218,0.00002779313,0.00003584764,0.0000313566,0.00001025273,0.000004843512,0.9989381,0.0003267492,0.0005879828],"genre_scores_gemma":[0.0001484004,0.00003414561,0.0001626133,0.00004466723,0.00000320207,0.00003578633,0.9990232,0.0001282959,0.0004197062],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8435048,"threshold_uncertainty_score":0.5235285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}