{"id":"W2898492624","doi":"10.3390/info9110267","title":"Motivation Perspectives on Opening up Municipality Data: Does Municipality Size Matter?","year":2018,"lang":"en","type":"article","venue":"Information","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Perspective (graphical); Local government; Business; Open data; Political science; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01954594,0.000232554,0.0003876618,0.001752343,0.002407479,0.006000981,0.0008017761,0.0008695145,0.00461952],"category_scores_gemma":[0.07225262,0.000318015,0.0004655267,0.002491098,0.003551564,0.004191815,0.004807254,0.001198171,0.0003480313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00376933,"about_ca_system_score_gemma":0.004904395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082464,"about_ca_topic_score_gemma":0.01689775,"domain_scores_codex":[0.9791268,0.01463266,0.0009426812,0.0009615737,0.002672162,0.001664134],"domain_scores_gemma":[0.9251852,0.04765255,0.01235691,0.002542115,0.006108077,0.006155032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002359465,0.0001923828,0.6668615,0.000649463,0.0001882179,0.0008623151,0.2336889,0.0006044753,0.001428264,0.03736612,0.00449854,0.05342393],"study_design_scores_gemma":[0.00003798937,0.0001367801,0.561209,0.0006653639,0.000094062,0.0002875832,0.3703664,0.001315047,0.0006372829,0.01147897,0.05367787,0.00009371495],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689584,0.0004566503,0.005189002,0.004911723,0.00006485789,0.0001155871,0.0001871503,0.00002469431,0.02009212],"genre_scores_gemma":[0.9981868,0.000115627,0.0008548286,0.0001586228,0.000009800489,0.00006030359,0.00007414271,0.00001187173,0.0005281097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954594,"threshold_uncertainty_score":0.1033701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06115890129622779,"score_gpt":0.3517386285791831,"score_spread":0.2905797272829553,"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."}}