{"id":"W3091758182","doi":"10.1007/s10606-020-09384-y","title":"Infrastructuring Public Consultation in Town Planning— How Town Planners Translate Public Consultation into a Socio-Technical Support System","year":2020,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Engineering and Physical Sciences Research Council; Research Councils UK","keywords":"Software deployment; Work (physics); Adaptation (eye); Public relations; Attendance; Software; Sociology; Business; Knowledge management; Engineering management; Computer science; Political science; Engineering; Psychology; Software engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01432825,0.0005166779,0.00032614,0.001625273,0.01216637,0.006970261,0.002086866,0.001833376,0.00771971],"category_scores_gemma":[0.04004982,0.0007949038,0.0003572285,0.001770429,0.009442313,0.004903818,0.01044001,0.002566282,0.0008772832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006426409,"about_ca_system_score_gemma":0.01073998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01872257,"about_ca_topic_score_gemma":0.02517329,"domain_scores_codex":[0.9774585,0.01884597,0.000318041,0.0007616988,0.0009725651,0.001643179],"domain_scores_gemma":[0.9742586,0.01643448,0.002267278,0.001542011,0.001766113,0.003731512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008599499,0.0001847725,0.01291602,0.00016112,0.00001726062,0.002023301,0.9237223,0.001154356,0.002391831,0.007872857,0.00303721,0.04643301],"study_design_scores_gemma":[0.00002311247,0.0001552658,0.009954905,0.0001691863,0.00001399415,0.0002932204,0.9455208,0.001818749,0.0006582759,0.004320351,0.03701741,0.00005470073],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372399,0.0001459214,0.01886627,0.004863003,0.00004710509,0.0004718046,0.00005076989,0.0004275346,0.03788757],"genre_scores_gemma":[0.9929516,0.00006108581,0.004869373,0.0001192127,0.000005100876,0.00008167577,0.00002145392,0.0000564583,0.001834163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9878336,"threshold_uncertainty_score":0.07577598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03743056044400599,"score_gpt":0.2843953119398419,"score_spread":0.2469647514958359,"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."}}