{"id":"W4396295933","doi":"10.15468/dl.g8w3t5","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.0007842534,0.001900738,0.001506561,0.004737417,0.0009999688,0.002618492,0.002771638,0.002055419,0.137672],"category_scores_gemma":[0.005322863,0.000825357,0.001242461,0.0097906,0.0004233019,0.002308782,0.002514816,0.001915744,0.2099403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629035,"about_ca_system_score_gemma":0.00221668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02046436,"about_ca_topic_score_gemma":0.03504476,"domain_scores_codex":[0.9990089,0.0001190207,0.0001390745,0.0003463158,0.0002233157,0.0001633079],"domain_scores_gemma":[0.9980355,0.0004905849,0.0001727865,0.0005428747,0.0005389139,0.0002193496],"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":[0.00003178043,0.00001339735,0.0004448497,0.0005236614,0.00001425824,0.00001847946,0.00002463577,0.0001441214,0.0001208053,0.0004329582,0.996146,0.00208516],"study_design_scores_gemma":[0.000058297,0.000007474245,0.00168075,0.00016504,0.00001158969,0.00004331877,0.00007912658,0.000189818,0.0001978901,0.0007874375,0.9967629,0.00001624807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005713695,0.00003358322,0.00006096953,0.00003909131,0.00001410763,0.000006224232,0.9984669,0.0005433889,0.000778627],"genre_scores_gemma":[0.0001867442,0.00003797931,0.0002543868,0.00004343483,0.000003470983,0.00003881221,0.9987904,0.0001420474,0.0005026069],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.862328,"threshold_uncertainty_score":0.4605587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04404421721526915,"score_gpt":0.2675656501474079,"score_spread":0.2235214329321387,"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."}}