{"id":"W4395629166","doi":"10.15468/dl.784dp5","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008579264,0.00194125,0.001412823,0.00458377,0.0009927384,0.002625267,0.00273638,0.001815809,0.1399912],"category_scores_gemma":[0.005681488,0.0008531425,0.001269689,0.009112698,0.0004078345,0.002207969,0.002523459,0.001910372,0.2266693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487197,"about_ca_system_score_gemma":0.002288806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02208251,"about_ca_topic_score_gemma":0.03583204,"domain_scores_codex":[0.9989533,0.0001302801,0.0001342069,0.0003682737,0.0002358456,0.0001780779],"domain_scores_gemma":[0.9978151,0.0005349541,0.0001797662,0.0006134888,0.0006194297,0.0002371797],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003110436,0.00001134869,0.0004275016,0.0004476791,0.00001353413,0.00001634621,0.00002441316,0.0001392913,0.0001234723,0.0003835715,0.9964384,0.001943374],"study_design_scores_gemma":[0.00005610237,0.000007503056,0.001645407,0.0001363014,0.00001122427,0.00003707748,0.00007230591,0.0002053833,0.0001997386,0.000764614,0.9968488,0.00001570253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006080982,0.00003273781,0.00007665983,0.0000448849,0.00001625924,0.000007074513,0.9981504,0.0007527643,0.0008584356],"genre_scores_gemma":[0.0001861049,0.00003623984,0.0002717444,0.00004806262,0.000004012105,0.00004329604,0.9986513,0.0002018039,0.0005574293],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9991421,"threshold_uncertainty_score":0.4683173,"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."}}