{"id":"W2253758064","doi":"10.6084/m9.figshare.1254625.v1","title":"Open Street Map Changeset","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Cartography; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001071215,0.001060019,0.000972015,0.007846284,0.00121019,0.003802628,0.001953243,0.001303743,0.1177507],"category_scores_gemma":[0.01016228,0.0007991098,0.0007914029,0.01342222,0.0004377742,0.005598203,0.004346637,0.001848713,0.1108207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009660743,"about_ca_system_score_gemma":0.002147501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424343,"about_ca_topic_score_gemma":0.02339617,"domain_scores_codex":[0.9982767,0.0002044431,0.0001934695,0.0003938588,0.0007292359,0.0002022942],"domain_scores_gemma":[0.9940041,0.0007520773,0.0005177133,0.002248036,0.001892845,0.0005853339],"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":[0.00006095842,0.00002158042,0.00165142,0.0002349234,0.00002175731,0.00004422854,0.0001298048,0.0002467714,0.000165566,0.001555702,0.984242,0.01162527],"study_design_scores_gemma":[0.00002170507,0.000005958133,0.003141722,0.00007358915,0.000009445958,0.00004400038,0.0001820429,0.0003989168,0.0003567592,0.001396461,0.9943387,0.00003056666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009546555,0.00007515223,0.001374747,0.0001925637,0.0002265299,0.00005816299,0.9751325,0.009825106,0.01216058],"genre_scores_gemma":[0.003847646,0.0001232955,0.003197117,0.00009664879,0.00006511679,0.0001614953,0.9838882,0.003103016,0.005517465],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1177507,"threshold_uncertainty_score":0.3939152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08899546795085989,"score_gpt":0.343259460496076,"score_spread":0.2542639925452161,"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."}}