{"id":"W4395284878","doi":"10.15468/dl.7vzswc","title":"Occurrence Download","year":2021,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001803249,0.0002480581,0.0002316631,0.00005074061,0.0001325254,0.0001181249,0.0004438968,0.0004377129,0.000709625],"category_scores_gemma":[0.0001882198,0.0002732882,0.0002411922,0.000203206,0.0001252851,0.00002917071,0.0005801418,0.0001684204,0.01866097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008636539,"about_ca_system_score_gemma":0.00016762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001994316,"about_ca_topic_score_gemma":0.00003438994,"domain_scores_codex":[0.9988258,0.00006679692,0.0003063965,0.0003007129,0.0002839145,0.0002163231],"domain_scores_gemma":[0.9984813,0.000003348162,0.0002228501,0.0008186117,0.0003690447,0.0001047866],"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":[0.00002337648,0.00003442448,0.0003803766,0.00006624583,0.00006644565,0.00000296617,0.000003289761,0.000002064274,0.00002270736,5.484369e-9,0.9986207,0.0007773418],"study_design_scores_gemma":[0.0001514527,0.00003677241,0.00001939019,0.000001701679,0.00007520521,0.00000711838,0.0000432009,3.975511e-8,0.001406187,1.523989e-7,0.9979886,0.0002701177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007561491,0.000100037,0.00003126882,0.00003631155,0.00007624541,0.0001513481,0.9986424,0.00003140687,0.0001748152],"genre_scores_gemma":[0.00002114133,0.0004247582,0.000006215643,0.0006340332,0.000003137022,0.000004081776,0.9989061,1.858619e-8,5.352397e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01795135,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008051048561667606,"score_gpt":0.2282939623300392,"score_spread":0.2202429137683716,"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."}}