{"id":"W7025225528","doi":"","title":"Turning Open Government Data Portals into Interactive Databases","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Upload; Key (lock); Governor; Set (abstract data type); Download; Table (database); Open data; Publication; Web application","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","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.003274176,0.0002669865,0.0006524921,0.000246109,0.0005240659,0.0003140388,0.00889858,0.00007660509,0.01236611],"category_scores_gemma":[0.0005859719,0.000277709,0.0001216089,0.0004553524,0.00008929136,0.003117719,0.01017587,0.0003682729,0.0002472603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069792,"about_ca_system_score_gemma":0.0001497963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1216174,"about_ca_topic_score_gemma":0.2763536,"domain_scores_codex":[0.9952857,0.0004231167,0.000410377,0.001284059,0.00233859,0.0002581268],"domain_scores_gemma":[0.9951198,0.0005128527,0.001200963,0.002888303,0.0001541349,0.0001239341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001442162,0.0005748042,0.0004026565,0.0002408306,0.0007602313,0.0003814416,0.2425443,0.0001261468,0.0007657086,0.004423262,0.6098332,0.1385053],"study_design_scores_gemma":[0.000310694,0.00006623666,0.0008790228,0.00008351913,0.0001325995,9.11257e-7,0.6061599,0.0002218829,0.0001530989,0.0006323373,0.3911032,0.0002566158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9125298,0.0003865001,0.0008214266,0.006177091,0.004088814,0.002756814,0.02042942,0.0001246233,0.05268556],"genre_scores_gemma":[0.02557111,0.0002127086,0.004130938,0.0001410737,0.00003704303,0.000001946396,0.02632846,0.00002721493,0.9435495],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.890864,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310316742519902,"score_gpt":0.3798951196405069,"score_spread":0.2488634453885167,"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."}}