{"id":"W4396005514","doi":"10.15468/dl.f99fup","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","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":[0.001115606,0.002382525,0.001878673,0.005138109,0.001145439,0.00298087,0.003402375,0.002349022,0.1447192],"category_scores_gemma":[0.006317058,0.0009718497,0.001245299,0.009822692,0.0005103024,0.002524028,0.002770637,0.002261357,0.2255169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806592,"about_ca_system_score_gemma":0.002503789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02148814,"about_ca_topic_score_gemma":0.03706472,"domain_scores_codex":[0.9988682,0.0001520224,0.0001394889,0.0004077632,0.0002603797,0.0001721099],"domain_scores_gemma":[0.9976314,0.000679248,0.0001999814,0.000615057,0.0005904986,0.000283771],"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":[0.00003528829,0.00001323212,0.0003822038,0.000572091,0.00001686218,0.00001832236,0.00002344369,0.0001492378,0.0001266896,0.0004134321,0.996824,0.001425302],"study_design_scores_gemma":[0.0000808719,0.00000799389,0.001514816,0.0001903104,0.00001526111,0.00004297139,0.00007028229,0.0001918151,0.0002153928,0.0008606412,0.9967908,0.00001884181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004437364,0.00003379885,0.00005093788,0.00003637399,0.00001123304,0.000005221339,0.9987166,0.0004795709,0.0006219407],"genre_scores_gemma":[0.0001457609,0.00003504545,0.0002006803,0.00003872451,0.000002765169,0.00003423091,0.9990007,0.0001532073,0.0003889389],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8552808,"threshold_uncertainty_score":0.4841338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007950980043285658,"score_gpt":0.2268916208184002,"score_spread":0.2189406407751145,"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."}}