{"id":"W4395620278","doi":"10.15468/dl.5e86sp","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009059177,0.002140076,0.001661221,0.004573428,0.001080809,0.00260739,0.003130733,0.002069155,0.1381899],"category_scores_gemma":[0.005417167,0.0009258898,0.001138789,0.009131434,0.0004813464,0.002263497,0.002762593,0.002120313,0.2041317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724553,"about_ca_system_score_gemma":0.002599338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0257428,"about_ca_topic_score_gemma":0.04541358,"domain_scores_codex":[0.9990857,0.0001154095,0.0001086005,0.0003261212,0.0002141527,0.0001500437],"domain_scores_gemma":[0.9980252,0.0005351394,0.0001715454,0.0005208691,0.0004926281,0.0002545638],"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":[0.0000340078,0.00001325669,0.0004257645,0.0005778994,0.00001586528,0.00001974575,0.00002972641,0.0001568108,0.000139736,0.0004561263,0.9965829,0.001548223],"study_design_scores_gemma":[0.00007137851,0.000006948059,0.00159388,0.0001743293,0.00001329091,0.0000394352,0.00008036614,0.000180967,0.0002049925,0.0008394854,0.9967774,0.0000175372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005058815,0.00003107712,0.00005428947,0.00003656221,0.0000110658,0.000005792555,0.9985639,0.0005210723,0.0007256196],"genre_scores_gemma":[0.0001664575,0.00003495353,0.0002380722,0.00004123873,0.000002764818,0.00004004886,0.998857,0.0001768996,0.0004425689],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8618101,"threshold_uncertainty_score":0.4622911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}