{"id":"W3203417397","doi":"10.1177/00031224211042329","title":"Next Steps for the Relative Education Hypothesis","year":2021,"lang":"en","type":"article","venue":"American Sociological Review","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bachelor; Context (archaeology); Argument (complex analysis); Interpretation (philosophy); Demographic economics; Psychology; Economics; Political science; Geography; Medicine","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":[0.0007577007,0.00006955751,0.000203285,0.000005365777,0.0007382124,0.00002437718,0.0001373063,0.00002646066,0.0004801203],"category_scores_gemma":[0.007245408,0.00004120778,0.0001779497,0.0002150921,0.0006550794,0.00007221836,0.00002467478,0.00008028556,0.00007565394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008916279,"about_ca_system_score_gemma":0.000557641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002369067,"about_ca_topic_score_gemma":0.00008601042,"domain_scores_codex":[0.9988239,0.0005018215,0.0001943246,0.0001667995,0.0001559295,0.0001571608],"domain_scores_gemma":[0.9956721,0.003621727,0.0001252146,0.0001001244,0.0004352549,0.00004559706],"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":[0.000002568213,0.00008649771,0.0002979271,0.00004632416,0.00006299777,1.194676e-7,0.001872078,3.214825e-7,0.00001006207,0.6979938,0.1112857,0.1883416],"study_design_scores_gemma":[0.0000154946,0.00002485183,0.003799623,0.00009449997,0.00005479447,4.203795e-7,0.01112673,9.790259e-7,0.000003274287,0.03101928,0.953782,0.00007806403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006746768,0.2983041,0.001771852,0.6502362,0.0009004134,0.001015301,0.0000263168,0.00005499667,0.04094404],"genre_scores_gemma":[0.2629013,0.5694608,0.01072494,0.1304939,0.002555202,0.001755275,0.00006345189,0.00001271626,0.02203242],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8424963,"threshold_uncertainty_score":0.8673953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.24306122016919,"score_gpt":0.4588096354882821,"score_spread":0.2157484153190921,"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."}}