{"id":"W3092756340","doi":"10.3390/socsci9100183","title":"Comparative Case Study Methods in Urban Political Development","year":2020,"lang":"en","type":"article","venue":"Social Sciences","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Context (archaeology); Urban politics; Urbanization; Urban planning; Intersection (aeronautics); Urban studies; Assemblage (archaeology); Postcolonialism (international relations); Political science; Comparative politics; Sociology; Regional science; Economic geography; Political economy; Social science; Geography; Economic growth; Law; Economics; Cartography; Engineering; Civil engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001592183,0.00008345863,0.0001962746,0.00003280242,0.001340995,0.0001073248,0.0002856693,0.00004600228,0.00004523135],"category_scores_gemma":[0.0002381076,0.00007583384,0.00002780268,0.0009051566,0.0007278688,0.0001640161,0.00005668699,0.000138806,0.00002191292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242252,"about_ca_system_score_gemma":0.0005560931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244149,"about_ca_topic_score_gemma":0.00961406,"domain_scores_codex":[0.9979438,0.0006584809,0.0001919864,0.0002861504,0.0004544987,0.0004650703],"domain_scores_gemma":[0.9994783,0.0002455366,0.00006321262,0.00002970195,0.00003283476,0.0001504264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005331286,0.0001169128,0.1333978,0.000001865103,0.000007884817,0.0002119349,0.8356532,0.000002582415,0.00001198216,0.02599851,0.003080237,0.001511726],"study_design_scores_gemma":[0.0003154879,0.0001579625,0.03775817,0.000007158917,0.000008070033,0.000004750569,0.8955609,0.00008630873,0.00007914444,0.000541023,0.06520642,0.0002746577],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383243,0.00006769028,0.00016403,0.004267226,0.0001433217,0.0002259858,0.000002067539,0.00005446001,0.05675094],"genre_scores_gemma":[0.9950013,3.794392e-7,0.00393815,0.0005863707,0.0002687102,0.00001182966,1.934546e-7,0.000002208285,0.000190898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09563964,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3002714195018339,"score_gpt":0.519452864037869,"score_spread":0.2191814445360352,"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."}}