{"id":"W207878317","doi":"10.1177/105678791102000104","title":"Social Upheaval and School Reform","year":2011,"lang":"en","type":"article","venue":"International Journal of Educational Reform","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Decentralization; Sociocultural evolution; Czech; Social change; Leverage (statistics); Sociology; School system; Political science; Pedagogy; Political economy; Economic growth; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006539419,0.00008315921,0.0001165219,0.0002001524,0.0002182694,0.00006142032,0.0003781064,0.00006347211,0.002433071],"category_scores_gemma":[0.0004192312,0.00006875071,0.00008560142,0.0001019635,0.0002696523,0.0005183564,0.00003162111,0.0002107556,0.00006973395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104127,"about_ca_system_score_gemma":0.0009507746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474748,"about_ca_topic_score_gemma":0.0003824029,"domain_scores_codex":[0.9987187,0.00005610874,0.0003458913,0.00009455909,0.0006247402,0.0001599796],"domain_scores_gemma":[0.9985383,0.00006095982,0.0003087115,0.00004529349,0.0008735444,0.0001731547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001629993,0.0005224345,0.058002,0.000007103193,0.0003332138,0.000004189597,0.2343995,7.206427e-8,0.00002772585,0.6849009,0.01226932,0.009370576],"study_design_scores_gemma":[0.0005550467,0.00006575954,0.5936729,0.00004441266,0.00003263505,0.00006381458,0.2292884,5.449882e-7,0.00006526156,0.05033683,0.1256771,0.0001973584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2213195,0.0005025567,0.00001979829,0.332579,0.003807001,0.00009365227,0.000004947544,0.00001437371,0.4416592],"genre_scores_gemma":[0.9904359,0.000164065,0.0008626544,0.0006917393,0.003301561,0.000004938376,0.000002779689,0.000007394187,0.004528983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7691163,"threshold_uncertainty_score":0.9984788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1713279081151641,"score_gpt":0.4408687402212506,"score_spread":0.2695408321060864,"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."}}