{"id":"W4362661770","doi":"10.48152/ssrp-3zrs-xs56","title":"Reproduction of 'Equality of opportunity and human capital accumulation: Motivational effect of a nationwide scholarship in Colombia'","year":2023,"lang":"en","type":"report","venue":"","topic":"Economic and Social Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scholarship; Reproduction; Human capital; Social reproduction; Capital (architecture); Political science; Biology; Economics; Sociology; Geography; Economic growth; Social science; Social capital; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001763698,0.0001329386,0.000266741,0.0006349149,0.00419795,0.003700867,0.0005076056,0.0007366472,0.01115373],"category_scores_gemma":[0.01058938,0.00008812131,0.0001039767,0.0005833266,0.001650676,0.001122154,0.003492591,0.0009745506,0.0002810227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004205843,"about_ca_system_score_gemma":0.006872306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06456624,"about_ca_topic_score_gemma":0.1672609,"domain_scores_codex":[0.9986518,0.0005790458,0.0000389038,0.0001081133,0.0001520024,0.000470166],"domain_scores_gemma":[0.991469,0.003583615,0.001372461,0.0003399769,0.0008171354,0.002417834],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008104265,0.00224317,0.6393952,0.0002081895,0.00004571289,0.001126133,0.117364,0.0002905722,0.002256408,0.07426263,0.01439134,0.1476062],"study_design_scores_gemma":[0.00005910506,0.0001881431,0.8488676,0.00009427809,0.0000288251,0.0001057906,0.1294019,0.0002773967,0.0004986983,0.002955701,0.01749689,0.00002567885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634362,0.0001855266,0.00003576598,0.002838396,0.00002957304,0.00002393082,0.00007247541,0.000004565188,0.03337377],"genre_scores_gemma":[0.9976026,0.00003052901,0.00002846379,0.00005383458,0.000005420351,0.000006334072,0.00001308105,9.448686e-7,0.002258693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9982363,"threshold_uncertainty_score":0.1283809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2998626286826271,"score_gpt":0.4588128607922993,"score_spread":0.1589502321096722,"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."}}