{"id":"W24503999","doi":"10.35536/lje.2013.v18.isp.a2","title":"Education in Pakistan’s Punjab: Outcomes and Interventions","year":2013,"lang":"en","type":"article","venue":"The Lahore journal of economics","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic growth; Psychological intervention; Population; Political science; Quarter (Canadian coin); Democracy; Developing country; Politics; Devolution (biology); Development economics; Psychology; Sociology; Economics; Geography; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.0005791768,0.0000569745,0.0001264115,0.00008987044,0.0001945094,0.0001454183,0.000201342,0.00004120018,0.0002376966],"category_scores_gemma":[0.00003047427,0.00004337845,0.00009907192,0.00005506051,0.00009138904,0.0004090468,0.00001284794,0.0001175771,0.00001335032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599609,"about_ca_system_score_gemma":0.0005324738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167759,"about_ca_topic_score_gemma":0.02969193,"domain_scores_codex":[0.9993188,0.00007442848,0.000385504,0.00006284924,0.00004296023,0.0001154158],"domain_scores_gemma":[0.9993641,0.00009506269,0.0002763917,0.00008989355,0.00009326564,0.00008128398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009919764,0.0003883549,0.7648856,0.00002177103,0.00006961043,3.542203e-7,0.02574904,0.00003511807,0.000002370842,0.06216722,0.01876327,0.1279074],"study_design_scores_gemma":[0.000231016,0.00002542785,0.7978507,0.00004606372,0.00002087675,0.00000784733,0.02983544,0.00002193573,0.000001378473,0.0411964,0.1306724,0.00009046438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769428,0.001271466,0.00001816435,0.01229079,0.0009017247,0.0001209562,0.000002226336,0.000002863396,0.008448942],"genre_scores_gemma":[0.9951442,0.001863191,0.0001338397,0.0003916798,0.0002754207,0.000003956413,0.00000110363,0.000005326793,0.00218124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1278169,"threshold_uncertainty_score":0.9880137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061644845831706,"score_gpt":0.322937887374379,"score_spread":0.3023214389160619,"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."}}