{"id":"W4395568179","doi":"10.15468/dl.2pgt2h","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":[0.0009828255,0.00220326,0.001751561,0.005430743,0.001082431,0.002830384,0.002967153,0.002338906,0.1305199],"category_scores_gemma":[0.005532275,0.0008619796,0.001189709,0.009687699,0.0004548986,0.002441916,0.002593619,0.00208393,0.1977213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668138,"about_ca_system_score_gemma":0.002287988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953761,"about_ca_topic_score_gemma":0.03398075,"domain_scores_codex":[0.9989569,0.0001401928,0.0001299929,0.0003671986,0.0002378427,0.0001678232],"domain_scores_gemma":[0.9978684,0.000590684,0.0001945533,0.0005515555,0.0005313162,0.0002633093],"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":[0.00003845944,0.00001455324,0.0004742352,0.000657483,0.00001793246,0.00002160014,0.0000237173,0.0001666802,0.0001477836,0.000421777,0.9964554,0.001560313],"study_design_scores_gemma":[0.00007965814,0.000008773948,0.001751204,0.0002023728,0.00001523298,0.00004544792,0.00007193213,0.0002068036,0.0002124387,0.0008055199,0.9965811,0.00001946897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005161543,0.00003612205,0.00004417122,0.00003631513,0.00001149424,0.000005484244,0.9988106,0.0003986655,0.0006054219],"genre_scores_gemma":[0.0001696749,0.0000396683,0.0001939456,0.00004025933,0.000003217779,0.00003717245,0.9989716,0.000123864,0.0004206711],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8694801,"threshold_uncertainty_score":0.4366325,"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."}}