{"id":"W3122303914","doi":"10.2139/ssrn.2385158","title":"Loose Knots: Strong Versus Weak Commitments to Save for Education in Uganda","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001716912,0.0001017815,0.0001243054,0.0001232044,0.0006754021,0.00009006987,0.0003043005,0.00006812497,0.00004140969],"category_scores_gemma":[0.0002641858,0.0001023197,0.00006597948,0.0001924332,0.00003443238,0.000244446,0.00001023401,0.0004370938,0.00002741366],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194151,"about_ca_system_score_gemma":0.007302111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286368,"about_ca_topic_score_gemma":0.08440939,"domain_scores_codex":[0.9978648,0.0001644102,0.0002053339,0.0001644823,0.0002456903,0.001355229],"domain_scores_gemma":[0.9993898,0.0001112299,0.0001027099,0.0001217201,0.0001182701,0.0001562224],"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":[0.0001869316,0.0003103357,0.01352094,0.000005203049,0.00005140102,4.223216e-8,0.006431166,0.00002242237,0.00001259055,0.6731545,0.003768157,0.3025363],"study_design_scores_gemma":[0.002196896,0.0005184897,0.01198757,0.00004903059,0.00003791946,0.000004338995,0.04346495,0.00002468965,0.00002652806,0.1916455,0.7497568,0.000287345],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.893886,0.004871886,0.005925008,0.02404651,0.005312867,0.001107526,0.00001070408,0.00005652024,0.064783],"genre_scores_gemma":[0.9925521,0.001206309,0.0001482316,0.0002236432,0.001277004,0.00002314559,0.00001118914,0.00001425072,0.004544128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7459886,"threshold_uncertainty_score":0.9983256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263105090341137,"score_gpt":0.3164724565299921,"score_spread":0.3038414056265807,"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."}}