{"id":"W4396143759","doi":"10.15468/dl.e4xz7n","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Single-cell and spatial transcriptomics","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":[0.00009018408,0.0002586293,0.0002080566,0.00002635686,0.0001530862,0.00008278282,0.0004460113,0.00043017,0.0002171622],"category_scores_gemma":[0.00009721973,0.0002755452,0.0001734928,0.0001237564,0.0001252867,0.00002283425,0.0002251313,0.0001942908,0.04849289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005688405,"about_ca_system_score_gemma":0.0001478094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001596671,"about_ca_topic_score_gemma":0.00001703407,"domain_scores_codex":[0.9989409,0.00004286957,0.0002842809,0.0002639419,0.0002461423,0.000221905],"domain_scores_gemma":[0.9991463,0.000003164294,0.0001632356,0.0003707153,0.0001499584,0.0001665736],"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":[0.0001385938,0.00003199914,0.0007386659,0.000116247,0.00004230812,0.000001303204,0.00001316384,0.000007512268,0.00002598948,2.084286e-8,0.9982311,0.0006531698],"study_design_scores_gemma":[0.0003878518,0.000111232,0.00004063592,0.000001513031,0.00004058447,0.000003393628,0.00003109499,1.373685e-7,0.0002349759,1.994319e-7,0.9988621,0.0002863191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001494566,0.00003227316,0.00002915524,0.0001075035,0.0004845698,0.0002051166,0.9975521,0.00002771715,0.00006701391],"genre_scores_gemma":[0.0001441051,0.0001679124,0.000003120836,0.001205912,0.000006944546,0.000002259829,0.9984696,2.705347e-8,1.441354e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04827573,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425799905313966,"score_gpt":0.2070831381025809,"score_spread":0.1928251390494413,"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."}}