{"id":"W2127699929","doi":"10.14507/epaa.v23.1998","title":"Professional Capital as Accountability","year":2015,"lang":"en","type":"article","venue":"Education Policy Analysis Archives","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies","funders":"","keywords":"Accountability; Transparency (behavior); Public relations; Human capital; Social capital; Professional development; Capital (architecture); Sociology; Political science; Economics; Business; Public administration; Pedagogy; Economic growth; Law; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009749381,0.0006256781,0.0004115381,0.002084655,0.00449885,0.01028326,0.001155677,0.002676447,0.006953031],"category_scores_gemma":[0.01825204,0.0002696053,0.0003769281,0.001482333,0.02340682,0.01071691,0.007901783,0.003425045,0.0008755298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008838954,"about_ca_system_score_gemma":0.01142672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006786858,"about_ca_topic_score_gemma":0.004728867,"domain_scores_codex":[0.9902531,0.003991041,0.000291741,0.001080137,0.002216242,0.002167813],"domain_scores_gemma":[0.9791299,0.009874592,0.003041971,0.002182464,0.002640449,0.003130591],"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":[0.000006403352,0.00001342697,0.0006010077,0.00002714376,0.000004462865,0.00003687652,0.001179947,0.0003480095,0.00005804817,0.9852364,0.002710121,0.009778227],"study_design_scores_gemma":[0.00001287885,0.00003510473,0.00141184,0.0002000624,0.00001057683,0.00008874338,0.001053212,0.000696684,0.0002155828,0.8807219,0.1155278,0.0000255714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02995301,0.004548394,0.05367988,0.08077123,0.00112376,0.000118557,0.000125512,0.0001874588,0.8294922],"genre_scores_gemma":[0.955056,0.002767193,0.006146802,0.005001449,0.001015882,0.0001274437,0.00005049954,0.00004828714,0.0297865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01028326,"threshold_uncertainty_score":0.06413138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329774468610865,"score_gpt":0.487088053693085,"score_spread":0.3541106068319985,"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."}}