{"id":"W4395167728","doi":"10.15468/dl.2wqwxr","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":[0.00100716,0.002274182,0.001788122,0.004951635,0.001115155,0.002750347,0.003335431,0.002415282,0.1395372],"category_scores_gemma":[0.005471433,0.0009844688,0.001187204,0.009306978,0.0005002879,0.002505107,0.002699833,0.002367482,0.2164656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821291,"about_ca_system_score_gemma":0.002454542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996969,"about_ca_topic_score_gemma":0.03463665,"domain_scores_codex":[0.9989983,0.0001328716,0.0001231226,0.0003602241,0.0002218764,0.0001635195],"domain_scores_gemma":[0.9978714,0.000562463,0.0001960766,0.0005713216,0.0005184049,0.0002803931],"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":[0.00003566726,0.00001549582,0.0003945529,0.0006077442,0.00001624555,0.00002027733,0.00002491603,0.0001644333,0.0001467174,0.0004373128,0.9966102,0.001526349],"study_design_scores_gemma":[0.00008752834,0.000008511954,0.001568172,0.0001876737,0.00001404294,0.00004425431,0.00007493067,0.0002094092,0.0002138039,0.0008793407,0.9966933,0.00001917889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004814566,0.00003122982,0.00005256903,0.00003755955,0.0000118572,0.000006106684,0.9987085,0.0004593083,0.0006446667],"genre_scores_gemma":[0.0001483567,0.00003436632,0.000231105,0.00004235241,0.000002910451,0.00003860984,0.9989529,0.0001472033,0.0004020613],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8604628,"threshold_uncertainty_score":0.4667986,"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."}}