{"id":"W2964580796","doi":"10.3233/ip-190129","title":"Toward a model of the municipal evidence-based decision process in the strategic digital city context","year":2019,"lang":"en","type":"article","venue":"Information Polity","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Context (archaeology); Process (computing); Knowledge management; Process management; Citizen journalism; Conceptual model; Strategic planning; Exploratory research; Business; Computer science; Management science; Sociology; Marketing; Engineering; Geography","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":[0.01037226,0.0007580655,0.0006647386,0.004740829,0.003106002,0.01434093,0.002191047,0.003815127,0.006118312],"category_scores_gemma":[0.01566697,0.0006558282,0.001729669,0.005835613,0.008933154,0.01110101,0.00454892,0.003011458,0.0008171172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008503987,"about_ca_system_score_gemma":0.01361873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009336672,"about_ca_topic_score_gemma":0.008999472,"domain_scores_codex":[0.9923378,0.00520657,0.000510665,0.0006815422,0.0007364486,0.0005270378],"domain_scores_gemma":[0.9808271,0.01452433,0.001632177,0.0007279627,0.001347917,0.0009405263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000265317,0.00008997508,0.002587821,0.000141594,0.00002856806,0.0004615809,0.005672117,0.01134488,0.0001672936,0.9721162,0.0004242654,0.006939315],"study_design_scores_gemma":[0.0001058111,0.0001413131,0.002527566,0.0006012988,0.0001198584,0.0004882889,0.015404,0.1091776,0.000460582,0.8375785,0.03331476,0.00008048645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1262575,0.001212118,0.6505874,0.02770017,0.0001890509,0.001871206,0.0006485409,0.0002600402,0.1912739],"genre_scores_gemma":[0.7864611,0.000907992,0.2058651,0.0005255872,0.00004861658,0.001102751,0.0003231847,0.00002913318,0.004736523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01434093,"threshold_uncertainty_score":0.06170106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07525855682585861,"score_gpt":0.2590177943576153,"score_spread":0.1837592375317567,"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."}}