{"id":"W4396110275","doi":"10.15468/dl.fd5wc2","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","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":["insufficient_payload"],"category_scores_codex":[0.0001869184,0.0002335029,0.0002138381,0.0001145146,0.0002381003,0.0001123114,0.0005811827,0.0001960637,0.07006456],"category_scores_gemma":[0.00005391263,0.000262724,0.0001220458,0.0003486695,0.00007368799,0.0005416159,0.0003830814,0.000486198,0.08834593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005401205,"about_ca_system_score_gemma":0.00007150303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001885133,"about_ca_topic_score_gemma":0.000005035876,"domain_scores_codex":[0.9986346,0.00003851339,0.0002634026,0.0001429927,0.0005774278,0.0003430207],"domain_scores_gemma":[0.9992564,0.00001823562,0.00005565925,0.0004334636,0.00008653139,0.0001497155],"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":[0.00001391502,0.00001170152,0.0005652078,0.0002270956,0.00003851611,0.000003954623,0.00002461092,0.0003394428,9.02216e-8,2.600276e-8,0.9971243,0.001651192],"study_design_scores_gemma":[0.0002075822,0.0000229824,0.00007423596,8.430206e-7,0.00002051855,0.000004525995,0.00008523912,0.000001619172,0.000003681119,2.325863e-7,0.9993258,0.0002527243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005388664,0.00006143629,5.7618e-7,0.00002534075,0.0007414055,0.0002462356,0.9978175,0.0002328825,0.0003357149],"genre_scores_gemma":[0.00004989547,0.000195,4.649057e-7,0.0001045655,0.000001305406,0.000009949214,0.9996387,1.991039e-8,1.335689e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01828137,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497852839653711,"score_gpt":0.2181141506388415,"score_spread":0.2031356222423044,"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."}}