{"id":"W4280611454","doi":"10.1177/00207152221094558","title":"Institutional characteristics of education systems and inequalities: Introduction II","year":2022,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inequality; Educational inequality; Sociology; Shadow (psychology); Conceptual framework; Political science; Social 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":[0.002255837,0.001197529,0.001150023,0.004464695,0.001285122,0.007531072,0.00131638,0.002930101,0.01533967],"category_scores_gemma":[0.005197404,0.0005304703,0.001150332,0.00476692,0.003329096,0.006249667,0.003154389,0.004559428,0.002967305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216855,"about_ca_system_score_gemma":0.001768938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002516481,"about_ca_topic_score_gemma":0.001891296,"domain_scores_codex":[0.9987813,0.0004492601,0.00009464551,0.0002437882,0.0002774792,0.0001534421],"domain_scores_gemma":[0.9953967,0.002930102,0.0003002831,0.0002109673,0.0008266048,0.0003353072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000121511,0.0001977397,0.005360818,0.004296472,0.0001379233,0.000240795,0.004211615,0.001081298,0.0008206348,0.3324199,0.5131106,0.1380007],"study_design_scores_gemma":[0.00001876227,0.0001416393,0.01030618,0.003618695,0.00004901595,0.000234518,0.002363317,0.0005481712,0.000182498,0.08057263,0.9019017,0.00006280563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009219805,0.6001709,0.01687677,0.1505093,0.1305036,0.0002495849,0.002667039,0.0002085483,0.0895946],"genre_scores_gemma":[0.1093336,0.5000918,0.01326446,0.04675201,0.2574032,0.0008074489,0.003048984,0.0004762259,0.06882238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01533967,"threshold_uncertainty_score":0.05131632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05497841689637828,"score_gpt":0.3913745074503486,"score_spread":0.3363960905539704,"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."}}