{"id":"W7161849903","doi":"10.82308/50076","title":"Supports and obstacles to school reform in the 21st century: strategies for educational change","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology; Context (archaeology); Secondary education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007931107,0.0003837517,0.0006259988,0.002386116,0.0192172,0.02250236,0.002192288,0.004478769,0.01219167],"category_scores_gemma":[0.01695344,0.0002922205,0.0005574089,0.002743455,0.02352277,0.00711981,0.01387452,0.003685362,0.0009233596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04840456,"about_ca_system_score_gemma":0.1151731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3515952,"about_ca_topic_score_gemma":0.5387455,"domain_scores_codex":[0.9876699,0.004782682,0.0003591865,0.0006717544,0.002560304,0.003956045],"domain_scores_gemma":[0.9861292,0.004607678,0.001602442,0.0008023463,0.002765273,0.004093022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005593921,0.0002283111,0.01266932,0.0005371529,0.00003633042,0.0005255006,0.2699109,0.0008022258,0.0003456553,0.6184083,0.01590011,0.08058026],"study_design_scores_gemma":[0.00005430313,0.00009514494,0.01732402,0.0009968933,0.00005063954,0.00009746935,0.3349013,0.0006790332,0.0005767892,0.06214,0.5830312,0.00005309044],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.30486,0.007523712,0.005638792,0.2683633,0.0006750418,0.0003573033,0.0001277117,0.0001580001,0.4122961],"genre_scores_gemma":[0.9628897,0.002321872,0.001427492,0.003368777,0.0001066655,0.000133502,0.00003806601,0.00002516244,0.02968882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3515952,"threshold_uncertainty_score":0.6990974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826869240881293,"score_gpt":0.3655427257908584,"score_spread":0.3372740333820455,"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."}}