{"id":"W7162035097","doi":"10.82308/13652","title":"There’s a party at city hall: municipal political organization and pathways to power","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Power (physics); Urban environment; Great power","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002201296,0.0001634071,0.0002227307,0.001891579,0.01562819,0.01342747,0.001158953,0.00166654,0.03214569],"category_scores_gemma":[0.007499673,0.0003113137,0.0002816219,0.003977152,0.01075045,0.004527729,0.00790483,0.001748285,0.00189394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01424154,"about_ca_system_score_gemma":0.01387697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1869374,"about_ca_topic_score_gemma":0.4107217,"domain_scores_codex":[0.9955069,0.001636519,0.00006737073,0.0002859878,0.0005021656,0.002001112],"domain_scores_gemma":[0.9958995,0.0008064608,0.0005297175,0.0002106068,0.0005528436,0.002000787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001763761,0.0001148621,0.08564777,0.0001349807,0.00003913994,0.0006951721,0.224101,0.0004826636,0.0003408724,0.6108698,0.03243805,0.04495936],"study_design_scores_gemma":[0.00004850295,0.00005805735,0.0987291,0.0003020178,0.00003285544,0.0001267459,0.5520995,0.0003900396,0.0002297076,0.04609078,0.3018374,0.0000552407],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5649338,0.001341561,0.00197011,0.02533388,0.0001905324,0.00008251444,0.0002495668,0.00004871854,0.4058493],"genre_scores_gemma":[0.9779955,0.0002696513,0.0001491228,0.0003696767,0.00001886094,0.00002028395,0.00005292166,0.0000237444,0.02110027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1869374,"threshold_uncertainty_score":0.3716987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973997321344325,"score_gpt":0.3244197671516966,"score_spread":0.2946797939382534,"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."}}