{"id":"W4367692664","doi":"10.1111/1468-2427.13178","title":"<scp>BEYOND THE TRIAGING OF NEGLECTED THINGS</scp>: Connecting Place and Participation Across an Urban System","year":2023,"lang":"en","type":"article","venue":"International Journal of Urban and Regional Research","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Citizen journalism; Politics; Corporate governance; Restructuring; Sociology; Work (physics); Public relations; Liminality; Public administration; Political science; Law; Management; Engineering; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.00415316,0.00007555207,0.0001559483,0.0001915409,0.0006261676,0.000242772,0.0004298719,0.00007270882,0.000002879958],"category_scores_gemma":[0.00280505,0.00005459827,0.00005214434,0.0004141844,0.000451837,0.000439176,0.00008989895,0.0004088602,0.000002714917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132983,"about_ca_system_score_gemma":0.0002213319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006384879,"about_ca_topic_score_gemma":0.000115115,"domain_scores_codex":[0.9970641,0.0005348041,0.0003511878,0.0001501211,0.001587668,0.0003121769],"domain_scores_gemma":[0.9954703,0.002903084,0.0003492251,0.00007744264,0.001048236,0.0001516932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007252678,0.0002428707,0.143897,0.0001278969,0.0006543088,0.0003574191,0.4304858,0.0005626616,0.004754475,0.1559102,0.2517858,0.0104963],"study_design_scores_gemma":[0.003924825,0.0008246264,0.2843164,0.001653558,0.00005844271,0.0002942336,0.2693745,0.01668255,0.0007791477,0.004495754,0.4173522,0.0002437376],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924807,0.001077779,0.00004028997,0.00409412,0.0003759681,0.00009511317,0.00001407926,0.00002121098,0.001800729],"genre_scores_gemma":[0.9969096,0.0002962165,0.00004509823,0.00007267013,0.0007474052,0.000002898808,0.000004670314,0.000009061329,0.00191234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655664,"threshold_uncertainty_score":0.4816039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11656883503633,"score_gpt":0.4358108455425974,"score_spread":0.3192420105062674,"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."}}