{"id":"W4395207547","doi":"10.15468/dl.6hk2sv","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.001163509,0.0002614535,0.000225956,0.0002150348,0.0006065599,0.002840721,0.005973862,0.0001340372,0.01334786],"category_scores_gemma":[0.0005404568,0.0002826692,0.0001197677,0.0009222208,0.0001130362,0.04814509,0.007162047,0.0005465823,0.07774102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005251807,"about_ca_system_score_gemma":0.0002590588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007446941,"about_ca_topic_score_gemma":0.00001026845,"domain_scores_codex":[0.9969987,0.0002590741,0.0003871587,0.0004521849,0.001475398,0.0004274993],"domain_scores_gemma":[0.9971607,0.0000636997,0.0004511866,0.001942766,0.0001906985,0.0001909158],"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":[0.00001674311,0.00004720928,0.0001152075,0.00011892,0.00003613357,0.00001137589,0.00001976692,0.00001523815,6.357373e-9,0.00001105188,0.9974311,0.002177272],"study_design_scores_gemma":[0.0002110931,0.00005273851,0.0000343861,6.668824e-7,0.00001752414,0.000005037067,0.00006784168,0.0000011387,3.780465e-7,0.000001891265,0.9993382,0.0002691461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00000862749,0.00001944904,0.0006835999,0.000812153,0.0007026966,0.0004167037,0.9968592,0.0001605628,0.0003370141],"genre_scores_gemma":[6.880875e-7,0.0003672632,0.00001602794,0.0007338431,7.416542e-7,0.00001223924,0.9988687,7.814399e-9,5.048939e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06439316,"threshold_uncertainty_score":0.9999626,"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."}}