{"id":"W4396072632","doi":"10.15468/dl.e6byuz","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":[0.001152218,0.002184712,0.00181481,0.004922641,0.001035102,0.002852087,0.003139633,0.002214891,0.144242],"category_scores_gemma":[0.006114908,0.001009624,0.001148016,0.009249393,0.0004918508,0.002344682,0.002710144,0.002224999,0.2055328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760248,"about_ca_system_score_gemma":0.002528045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996535,"about_ca_topic_score_gemma":0.03302508,"domain_scores_codex":[0.9989333,0.0001481937,0.0001384906,0.000377043,0.0002385066,0.000164442],"domain_scores_gemma":[0.9977385,0.000676464,0.0002169775,0.0005650788,0.000512384,0.000290635],"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":[0.00004086533,0.00001423953,0.000426726,0.0006783064,0.00001977876,0.00002070415,0.00002672959,0.0001601165,0.0001415726,0.0004572656,0.9965498,0.001463861],"study_design_scores_gemma":[0.0001044665,0.000008888398,0.001807846,0.0002076521,0.00001716451,0.00004661395,0.00007362218,0.0002032892,0.0002243202,0.0008842869,0.9964019,0.00001982913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004214843,0.00002827424,0.00004789165,0.00003290855,0.000009038362,0.000005217784,0.9988536,0.0004291692,0.0005517997],"genre_scores_gemma":[0.0001577103,0.00003392028,0.0002064971,0.00003980247,0.000002707608,0.00003671174,0.9990028,0.0001600658,0.0003599307],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8557581,"threshold_uncertainty_score":0.4825374,"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."}}