{"id":"W2796343918","doi":"10.18732/hssa.v5i2.26","title":"Acts of Improvement","year":2017,"lang":"en","type":"article","venue":"History of Science in South Asia","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005549251,0.001112909,0.0006307061,0.001848826,0.005555667,0.009401148,0.001470843,0.003106495,0.04590734],"category_scores_gemma":[0.009525328,0.000290359,0.0007833335,0.001544447,0.01608993,0.007122218,0.009006361,0.006145849,0.01506047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005260912,"about_ca_system_score_gemma":0.006663371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003332576,"about_ca_topic_score_gemma":0.00493011,"domain_scores_codex":[0.9918076,0.003102604,0.0004492381,0.001279824,0.002506147,0.0008544164],"domain_scores_gemma":[0.9957795,0.0008418382,0.0005583544,0.001050416,0.001136379,0.0006335069],"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":[0.00003494454,0.00005419755,0.0005817775,0.0002157223,0.00001798091,0.0001202104,0.009712148,0.0001546199,0.0002793494,0.8750525,0.0568674,0.05690907],"study_design_scores_gemma":[0.00001540495,0.00004623498,0.000637967,0.0003159139,0.00001090596,0.0001897776,0.002898817,0.0001274143,0.0001909456,0.07221029,0.9233397,0.00001666243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004171058,0.00425213,0.008535424,0.0193819,0.002514296,0.0001934568,0.0001789137,0.000241082,0.9605317],"genre_scores_gemma":[0.3461044,0.008033436,0.01426314,0.02320094,0.002230011,0.0006780005,0.0004656635,0.0004742582,0.6045502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04590734,"threshold_uncertainty_score":0.1535754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06079794117336964,"score_gpt":0.3412475749839778,"score_spread":0.2804496338106082,"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."}}