{"id":"W4395199814","doi":"10.15468/dl.4y0nk1","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Protist diversity and phylogeny","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":[0.0010421,0.002257017,0.001797183,0.005303487,0.001007076,0.002676854,0.003104529,0.002186844,0.1442462],"category_scores_gemma":[0.005564941,0.0009804047,0.001192941,0.009961551,0.0004752777,0.002353121,0.002774746,0.002113371,0.2108849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781352,"about_ca_system_score_gemma":0.002469472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996385,"about_ca_topic_score_gemma":0.03183872,"domain_scores_codex":[0.9989288,0.0001323607,0.0001343539,0.0003707524,0.000247916,0.0001857466],"domain_scores_gemma":[0.99775,0.0005585419,0.0002203251,0.0005979446,0.000559889,0.0003134316],"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":[0.00004207479,0.00001319895,0.0003929793,0.0006152348,0.00001886703,0.00001693575,0.00002156811,0.0001474484,0.0001489757,0.0004059531,0.9966776,0.001499013],"study_design_scores_gemma":[0.00009757659,0.000009557724,0.001858081,0.0001924077,0.00001637853,0.00003923161,0.00006110993,0.0001750102,0.0002325082,0.0007913181,0.9965079,0.00001884976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003768396,0.00002595145,0.00003235442,0.00002712959,0.000009040811,0.000004695167,0.9990405,0.0003310224,0.0004914636],"genre_scores_gemma":[0.0001313981,0.00002949081,0.0001438559,0.00003700794,0.000002651544,0.00002992213,0.9991822,0.0001114893,0.000331871],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8557538,"threshold_uncertainty_score":0.4825517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221744500882916,"score_gpt":0.2103801844979867,"score_spread":0.1981627394891575,"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."}}