{"id":"W4403873248","doi":"10.1038/s44284-024-00154-1","title":"Neighborhood effects on integrative organizational practices in five global cities","year":2024,"lang":"en","type":"article","venue":"Nature Cities","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Stanford Center on Philanthropy and Civil Society; Austrian Science Fund; Canadian Institute for Advanced Research","keywords":"Civil society; Survey data collection; Population; Public relations; Social organization; Economic growth; Sociology; Economic geography; Political science; Geography; Social science; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002560987,0.0001345348,0.0001462108,0.00007088219,0.0002455414,0.000257087,0.0001730666,0.0003848975,0.0001926462],"category_scores_gemma":[0.001591067,0.0001088856,0.00005521785,0.0008241887,0.0002170886,0.0003730865,0.00003205821,0.0006558571,0.00005275866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000300954,"about_ca_system_score_gemma":0.0003084538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005222211,"about_ca_topic_score_gemma":0.003942093,"domain_scores_codex":[0.9987724,0.0002249342,0.0001091267,0.0002292683,0.0004246011,0.0002396154],"domain_scores_gemma":[0.9984068,0.001306032,0.00006454107,0.0000562956,0.0001143148,0.00005196182],"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":[0.00002542353,0.00001848731,0.003974665,0.00003030921,0.00003242743,0.00003570227,0.05616369,0.000003048117,0.000002763557,0.9171423,0.01968865,0.002882576],"study_design_scores_gemma":[0.000411041,0.0002779947,0.02145714,0.0007446564,0.00005312866,0.000004721885,0.1890299,0.0001095062,0.0002479643,0.7265923,0.06047343,0.0005982331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4531051,0.02307752,0.00002670397,0.01573705,0.006005696,0.0004806712,0.00008598897,0.000424928,0.5010563],"genre_scores_gemma":[0.9930381,0.0003480652,0.00002819956,0.001297007,0.001797988,0.00001935086,0.00002008543,0.00001003407,0.003441228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5399329,"threshold_uncertainty_score":0.4440224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008642298019800185,"score_gpt":0.320977174998053,"score_spread":0.3123348769782528,"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."}}