{"id":"W6943428088","doi":"10.15468/dl.yrsbd5","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); Order (exchange); 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":[0.0008760377,0.002007646,0.001582557,0.00521475,0.0009585863,0.002482179,0.002720049,0.001795894,0.1520636],"category_scores_gemma":[0.005356623,0.0008653727,0.001146045,0.01074625,0.0004301276,0.002252063,0.00248585,0.001903236,0.2258009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737038,"about_ca_system_score_gemma":0.002560138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03242541,"about_ca_topic_score_gemma":0.0553752,"domain_scores_codex":[0.9990232,0.0001215134,0.0001164867,0.0003341813,0.0002321301,0.000172511],"domain_scores_gemma":[0.9977235,0.0005653997,0.0002018844,0.0005998398,0.0006310167,0.0002784305],"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":[0.00002672413,0.000009165498,0.0003349104,0.0004727549,0.00001395394,0.00001319832,0.00002226221,0.0001224898,0.0001052137,0.000365522,0.9971155,0.001398342],"study_design_scores_gemma":[0.00005901669,0.000006634434,0.001726455,0.000165864,0.00001249921,0.00002911922,0.00006868775,0.0001391631,0.0001766321,0.0007229159,0.9968766,0.00001636286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003657383,0.00002377598,0.00004002377,0.00002739013,0.000009621464,0.000004482994,0.9988368,0.0003858902,0.0006354949],"genre_scores_gemma":[0.0001364932,0.00002960409,0.0001714965,0.00003230089,0.000002833032,0.00003082701,0.9990051,0.000143296,0.0004480721],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8479364,"threshold_uncertainty_score":0.5087035,"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."}}