{"id":"W4395600586","doi":"10.15468/dl.7ammxn","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","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":[0.0009030298,0.001952285,0.001578697,0.004794535,0.0009381897,0.00243629,0.002647227,0.002070903,0.1388967],"category_scores_gemma":[0.005262559,0.0008377958,0.001102114,0.009108393,0.0004331729,0.00225323,0.002292578,0.00200579,0.1943389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528373,"about_ca_system_score_gemma":0.002136128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01935712,"about_ca_topic_score_gemma":0.03495679,"domain_scores_codex":[0.9990168,0.0001381051,0.0001237575,0.000343595,0.0002189547,0.0001587374],"domain_scores_gemma":[0.9978254,0.000606892,0.0002134671,0.0005554393,0.0005273903,0.0002713625],"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":[0.00003119972,0.00001285394,0.0003955923,0.0005110128,0.00001463927,0.00001485238,0.00002085061,0.000136159,0.0001038698,0.0003501864,0.9970685,0.001340349],"study_design_scores_gemma":[0.00008546901,0.000008788953,0.001905971,0.0001748036,0.00001362138,0.00003651347,0.00006961648,0.0001858565,0.0001719612,0.0007404207,0.9965904,0.0000166079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004616623,0.00002805357,0.00004029675,0.0000335254,0.00001084625,0.000005261788,0.998926,0.0003215102,0.0005883888],"genre_scores_gemma":[0.0001672464,0.00003326692,0.0001865227,0.00004080974,0.000003378163,0.00003873791,0.9989768,0.0001121085,0.000441122],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8611033,"threshold_uncertainty_score":0.4646558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954733937972763,"score_gpt":0.2354225288412292,"score_spread":0.2058751894615015,"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."}}