{"id":"W4395876388","doi":"10.15468/dl.a43tu5","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Diatoms and Algae Research","field":"Materials 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009028853,0.002190112,0.001631247,0.005202027,0.0009714053,0.002558178,0.002734741,0.00202844,0.1431227],"category_scores_gemma":[0.005333751,0.0009467743,0.001181633,0.01052574,0.0004478447,0.002294929,0.002540332,0.001904051,0.212009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653971,"about_ca_system_score_gemma":0.00228463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01968166,"about_ca_topic_score_gemma":0.03330896,"domain_scores_codex":[0.9989769,0.0001364252,0.0001341266,0.0003695179,0.0002196564,0.0001634374],"domain_scores_gemma":[0.9978008,0.0006195388,0.0002236904,0.0005393282,0.000560208,0.0002564124],"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":[0.00003646856,0.00001283863,0.0004367701,0.0006239067,0.00001667773,0.00001580724,0.00002358027,0.0001419031,0.0001366157,0.0004014893,0.9965669,0.00158709],"study_design_scores_gemma":[0.00007651517,0.000008734887,0.001718318,0.0001705376,0.0000145331,0.00003478873,0.00006327778,0.0001509411,0.0001923309,0.0007669259,0.9967858,0.00001726736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004388723,0.00002902977,0.00003950595,0.00002847649,0.00001036734,0.000004455449,0.9989267,0.0003256603,0.0005918847],"genre_scores_gemma":[0.0001545122,0.00003711434,0.0001962308,0.00004050139,0.000003263604,0.00003704606,0.9989569,0.0001318043,0.0004425551],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8568773,"threshold_uncertainty_score":0.478793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020226013994651,"score_gpt":0.2504296448736166,"score_spread":0.2302273847336701,"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."}}