{"id":"W2737057423","doi":"","title":"The Role of Community in Transformational Literacy","year":2011,"lang":"en","type":"article","venue":"","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Literacy; Political science; Sociology; Public relations; Pedagogy","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":[0.0003597795,0.00001205565,0.00001904736,0.00001008686,0.0001716109,0.00000808876,0.0001144772,0.00001279186,0.0001693927],"category_scores_gemma":[0.00003745114,0.000008337041,0.00001056953,0.00006184222,0.00006533739,0.00009735281,0.000003536893,0.00005025305,0.000004775076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000649706,"about_ca_system_score_gemma":0.00003793891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007405958,"about_ca_topic_score_gemma":0.008264069,"domain_scores_codex":[0.9997207,0.00009875091,0.00006998968,0.000009433046,0.00005515683,0.00004596945],"domain_scores_gemma":[0.9998073,0.00007916573,0.00001623792,0.00004627609,0.00004058499,0.00001044817],"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":[0.000001921278,0.00003245283,0.01504673,5.416431e-7,7.852654e-7,4.091413e-9,0.5059055,3.009233e-8,0.000003307018,0.3609213,0.00004829868,0.1180391],"study_design_scores_gemma":[0.0001038372,0.00001229226,0.25652,0.000006706417,0.000001498231,6.091921e-8,0.2799738,0.00002270582,0.0006175059,0.157103,0.305591,0.00004748128],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5650816,0.0000237736,0.00003001794,0.0004126061,0.00003566223,0.00002766638,2.260381e-7,0.000005240504,0.4343832],"genre_scores_gemma":[0.9983351,0.00001434627,0.0001253833,0.00003985055,0.00001295505,0.000002771256,4.396734e-7,5.142325e-7,0.001468647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4332535,"threshold_uncertainty_score":0.9992038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785251020862545,"score_gpt":0.3161489352664399,"score_spread":0.2882964250578144,"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."}}