{"id":"W7008202029","doi":"","title":"Barriers to implementation of open data strategies in small, medium, and large municipalities in British Columbia","year":2021,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open government; Open data; Government (linguistics); Freedom of information; Service (business); Publishing; Local government","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.003577793,0.000254665,0.0004822603,0.001897256,0.01858123,0.009414203,0.002583883,0.001035855,0.006968582],"category_scores_gemma":[0.01896793,0.0005786849,0.0002867294,0.005735463,0.006235592,0.002386564,0.007021214,0.002194029,0.0005364876],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0867666,"about_ca_system_score_gemma":0.1255009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9842764,"about_ca_topic_score_gemma":0.9924614,"domain_scores_codex":[0.9920031,0.00126716,0.0003280265,0.0007154515,0.001920959,0.003765303],"domain_scores_gemma":[0.9789785,0.005696129,0.001508068,0.0006755884,0.005135875,0.008005912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003907258,0.0004416817,0.4586568,0.0008886076,0.0001004678,0.004909382,0.3038386,0.00187011,0.002488151,0.05717283,0.03233398,0.1369086],"study_design_scores_gemma":[0.0000287389,0.00005562825,0.3516423,0.0007557924,0.0000374911,0.0002775392,0.5690266,0.001211408,0.0003467054,0.002658363,0.07382767,0.0001316609],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639239,0.0007553794,0.0004036674,0.007240844,0.0000359013,0.0001466624,0.0003742182,0.00003883973,0.02708058],"genre_scores_gemma":[0.9924656,0.0004748743,0.0002884742,0.0006769098,0.000004079252,0.00007721873,0.000133298,0.00001990193,0.005859675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974161,"threshold_uncertainty_score":0.6295387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04984402371352527,"score_gpt":0.3607258066429554,"score_spread":0.3108817829294302,"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."}}