{"id":"W4395342262","doi":"10.15468/dl.3jnd4b","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":[0.001162897,0.002009521,0.001477018,0.004917555,0.001058281,0.002626052,0.002949158,0.002096124,0.1332632],"category_scores_gemma":[0.006757812,0.0009342578,0.001186765,0.009298018,0.0004789195,0.002305362,0.002491514,0.00220276,0.1991164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693273,"about_ca_system_score_gemma":0.00244181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02122823,"about_ca_topic_score_gemma":0.03569362,"domain_scores_codex":[0.9988147,0.0001675767,0.0001548119,0.0003979276,0.0002841913,0.0001808093],"domain_scores_gemma":[0.9971766,0.0007988671,0.0002386237,0.0007740807,0.0007025259,0.0003093078],"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":[0.00002613497,0.00001196439,0.0003465172,0.0003989979,0.00001238534,0.00001408288,0.00002124523,0.0001152252,0.00009758009,0.0003708984,0.9973985,0.001186459],"study_design_scores_gemma":[0.000074539,0.000007529873,0.001694067,0.0001581925,0.00001238187,0.00003959155,0.00007325612,0.0001873245,0.0002043092,0.0008049747,0.9967271,0.00001661592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004996999,0.00002591371,0.00005868049,0.00004361196,0.00001312664,0.00000693753,0.998605,0.0004859103,0.0007109201],"genre_scores_gemma":[0.0001666281,0.00002923152,0.0002179185,0.0000460658,0.000003515815,0.00004636569,0.998896,0.0001604838,0.0004338726],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8667368,"threshold_uncertainty_score":0.44581,"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."}}