{"id":"W6905743752","doi":"10.15468/dl.g4frng","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":"Taxonomy (biology); Genus; Septoria; Common species","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":["insufficient_payload"],"category_scores_codex":[0.0007646056,0.002605424,0.002074193,0.006766229,0.001159657,0.003349155,0.002324723,0.002285897,0.3859963],"category_scores_gemma":[0.005310804,0.0008458106,0.001694539,0.009734618,0.0003756086,0.002968286,0.003639755,0.001905721,0.4679208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503015,"about_ca_system_score_gemma":0.002232947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02028165,"about_ca_topic_score_gemma":0.03608818,"domain_scores_codex":[0.9989572,0.0001102061,0.0001381516,0.0003681073,0.0002232351,0.0002031033],"domain_scores_gemma":[0.9976484,0.0005750104,0.0001896142,0.0005594778,0.0006254181,0.0004020584],"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":[0.00004983347,0.00001666775,0.0003268534,0.0005736218,0.00001288148,0.00002104535,0.00002533813,0.0001034246,0.0001181505,0.0003929528,0.9947955,0.003563782],"study_design_scores_gemma":[0.00009528449,0.00001580608,0.001578847,0.000196606,0.00001599459,0.00004954087,0.0000809148,0.0003129781,0.0001555829,0.001061609,0.9964117,0.00002505949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006415004,0.00005748558,0.00009933177,0.00006537675,0.0000316792,0.00001104145,0.9958522,0.001673523,0.002145163],"genre_scores_gemma":[0.0002878242,0.00007458948,0.0005299216,0.0001194684,0.00001140934,0.00005425331,0.996903,0.0004295179,0.001590005],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6140038,"threshold_uncertainty_score":0.8758018,"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."}}