{"id":"W4395892296","doi":"10.15468/dl.bw6fkr","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Data Analysis with R","field":"Computer Science","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":[0.0003716738,0.0003269274,0.0003886596,0.000142074,0.0002853796,0.0008003691,0.00261262,0.0003095502,0.0008629374],"category_scores_gemma":[0.0002335829,0.0003396733,0.0002328433,0.001060187,0.0001146832,0.003600386,0.001975636,0.0003279139,0.222701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003385618,"about_ca_system_score_gemma":0.0003719121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004222513,"about_ca_topic_score_gemma":0.00002805548,"domain_scores_codex":[0.9976995,0.0001204378,0.0004949371,0.0004532799,0.0008641425,0.0003677017],"domain_scores_gemma":[0.9970033,0.0000264978,0.0004061546,0.001864788,0.0004769381,0.000222312],"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":[0.000004166905,0.00003462775,0.0002303137,0.00007610657,0.00005008488,0.00001039306,0.00002235761,0.000009592907,2.014584e-8,7.137891e-7,0.9967821,0.002779486],"study_design_scores_gemma":[0.0001913574,0.00001549147,0.00004913989,0.000002902242,0.00004922337,0.00001049552,0.00003672159,0.000003643594,0.000003359112,0.000001377266,0.9992988,0.0003375222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001842905,0.00003662967,0.001272672,0.0002912825,0.0006874995,0.0001526925,0.9973098,0.0001400915,0.00009089681],"genre_scores_gemma":[0.000001860738,0.00007033141,0.00004898605,0.0009939134,0.000001368652,0.000002601133,0.9988808,7.114553e-9,1.280219e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2218381,"threshold_uncertainty_score":0.9999055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444058827107769,"score_gpt":0.2195476045756477,"score_spread":0.20510701630457,"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."}}