{"id":"W2379268715","doi":"","title":"Educational Accountability: Issues and Alternatives By","year":2005,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Political science; Business; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006462962,0.00005139976,0.00005396493,0.00001858541,0.0001455544,0.0001662507,0.00004297365,0.000009044204,0.01885475],"category_scores_gemma":[0.000009308399,0.0000405818,0.00001288807,0.000006131625,0.0001384779,0.0002692775,0.00001877533,0.00003152061,0.0001282452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001341785,"about_ca_system_score_gemma":0.00001130315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007949077,"about_ca_topic_score_gemma":0.006944815,"domain_scores_codex":[0.9996624,0.00001235932,0.00007847356,0.0001000294,0.00007542626,0.00007133381],"domain_scores_gemma":[0.9998214,0.00002818451,0.00001672819,0.00005139741,0.00005326938,0.00002898605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003105358,0.0001486557,0.00826697,0.000007153125,0.00002345975,5.606154e-8,0.009207478,1.718084e-7,0.0003711081,0.7606246,0.2131623,0.008184921],"study_design_scores_gemma":[0.00007235947,0.00001329019,0.003570889,0.000002077615,0.000002772521,2.560857e-7,0.0006679007,0.0000414853,0.0004477145,0.008448975,0.9866647,0.00006758793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8014405,0.0004175067,0.000001562076,0.01186773,0.0001091289,0.00005082651,0.00002204796,0.00001656922,0.1860741],"genre_scores_gemma":[0.8854875,0.00006323857,0.00003969889,0.0005218004,0.0005328599,0.000005358982,0.000006499994,0.00000340537,0.1133396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7735024,"threshold_uncertainty_score":0.9820421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621945603363965,"score_gpt":0.2957190014121426,"score_spread":0.269499545378503,"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."}}