{"id":"W4299635939","doi":"10.46692/9781447333753.020","title":"The balancing act: community agency leadership in multi-ethnic/multiracial communities","year":2017,"lang":"en","type":"other","venue":"","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Ethnic group; Political science; Public administration; Sociology; Law; Social science","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006657403,0.0003141213,0.0003748525,0.0001826852,0.007675515,0.0003762222,0.003844401,0.0004951088,0.001378118],"category_scores_gemma":[0.000463285,0.0002587181,0.0001308717,0.0001686528,0.0009674488,0.0001149214,0.0006241785,0.003792742,0.0001916732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198556,"about_ca_system_score_gemma":0.0002374963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5882979,"about_ca_topic_score_gemma":0.9546868,"domain_scores_codex":[0.9900595,0.008334216,0.0002549705,0.0001292434,0.0004784522,0.0007436495],"domain_scores_gemma":[0.9958193,0.001769339,0.000365808,0.001875164,0.00006233972,0.0001080915],"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":[0.00003354502,0.0005655497,0.007617948,0.0002862556,0.0001939587,0.00001048367,0.6389802,0.00001178596,0.000003830296,0.00476391,0.150767,0.1967655],"study_design_scores_gemma":[0.0003219019,0.00001696642,0.004271316,0.0004567275,0.00001435103,1.66994e-7,0.3190237,0.00003377336,7.810565e-7,0.00005046717,0.6755397,0.0002702392],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007001715,0.002004598,0.00004148328,0.001104297,0.0007452947,0.0004605355,0.000007454584,0.0004155867,0.9945206],"genre_scores_gemma":[0.1314048,0.003472765,0.0002523178,0.0006049096,0.0002548611,0.00005631691,0.00003925354,0.0001851648,0.8637297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5247726,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4560784181932573,"score_gpt":0.4079093671897593,"score_spread":0.048169051003498,"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."}}