{"id":"W4396277307","doi":"10.15468/dl.gsmvx9","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Research Data Management Practices","field":"Computer Science","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":[0.000957319,0.002029984,0.001422151,0.004779437,0.0008692141,0.002304723,0.002705377,0.001909289,0.117873],"category_scores_gemma":[0.005786059,0.0008756279,0.001118466,0.009076645,0.0004344725,0.002046892,0.002238456,0.001929543,0.1823141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499383,"about_ca_system_score_gemma":0.002204923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.017615,"about_ca_topic_score_gemma":0.03018732,"domain_scores_codex":[0.9989439,0.000142245,0.0001447659,0.0003650501,0.0002403727,0.0001635797],"domain_scores_gemma":[0.9975297,0.0006407595,0.0002373734,0.0006820713,0.000632585,0.0002775586],"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":[0.00003256778,0.00001393042,0.000388956,0.0004219946,0.00001369672,0.00001403123,0.00001852518,0.0001412235,0.0001113736,0.0003634231,0.99712,0.001360311],"study_design_scores_gemma":[0.00009497081,0.00001020192,0.001960142,0.0001499075,0.00001425736,0.0000395329,0.00006336939,0.0002254014,0.0002249605,0.0009092264,0.9962895,0.00001853985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005349037,0.00002294129,0.00004788974,0.00003518968,0.00001173684,0.000006337299,0.9987832,0.0004255187,0.0006137532],"genre_scores_gemma":[0.0001642529,0.00002782679,0.0002178484,0.00004220608,0.000003521757,0.00004437948,0.9989461,0.0001306836,0.0004232354],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.882127,"threshold_uncertainty_score":0.3943245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709310455515969,"score_gpt":0.284185471079101,"score_spread":0.2370923665239413,"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."}}