{"id":"W6962264212","doi":"10.15468/dl.zkcyr8","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","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":[0.0009772917,0.001896794,0.001568316,0.005619045,0.001019452,0.002585119,0.002699942,0.001993748,0.1417505],"category_scores_gemma":[0.005118807,0.0008570084,0.001079075,0.01118819,0.0004711183,0.002115896,0.002458463,0.00198246,0.2035579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807435,"about_ca_system_score_gemma":0.002413759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02741754,"about_ca_topic_score_gemma":0.04806427,"domain_scores_codex":[0.999005,0.0001402024,0.0001255973,0.0003278898,0.0002360355,0.000165246],"domain_scores_gemma":[0.9978708,0.0005592529,0.0002058206,0.0005341789,0.0005671731,0.0002628337],"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":[0.00002552126,0.00001048488,0.0003641426,0.0005078867,0.00001318381,0.00001463662,0.00002592981,0.0001099301,0.00009765728,0.0004226657,0.9970657,0.001342296],"study_design_scores_gemma":[0.00005479675,0.000005914048,0.001793482,0.0001742921,0.0000110785,0.00002940534,0.00007321931,0.000111217,0.0001485058,0.0006327246,0.9969505,0.00001485619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004081833,0.00003031253,0.0000374999,0.0000313022,0.00001041196,0.000004991919,0.9988765,0.0002768633,0.0006912996],"genre_scores_gemma":[0.0001544969,0.00003650405,0.0001758331,0.0000379573,0.000003309235,0.00003881084,0.9989267,0.0001146821,0.0005117194],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8582494,"threshold_uncertainty_score":0.4742028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694424191208332,"score_gpt":0.2210556998119179,"score_spread":0.1941114578998346,"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."}}