{"id":"W7096116124","doi":"","title":"G46 G46 G46 G46 G46G46 G46G46","year":2001,"lang":"en","type":"article","venue":"","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earnings; Social policy; Education policy; Public policy; Higher education; Real wages","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001140967,0.0003186509,0.0003622943,0.000160164,0.001762052,0.0002440225,0.0005420392,0.0001998651,0.0130434],"category_scores_gemma":[0.0006578277,0.000281475,0.0002411799,0.0006582609,0.0004320216,0.0005761443,0.0001371872,0.0002438376,0.005086655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003111265,"about_ca_system_score_gemma":0.0004889409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132743,"about_ca_topic_score_gemma":0.0166722,"domain_scores_codex":[0.9966354,0.0002925845,0.0006231809,0.0005691894,0.001043906,0.0008357829],"domain_scores_gemma":[0.9981167,0.0004025916,0.0001567586,0.0003232321,0.0006876364,0.0003130262],"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":[0.00005904909,0.0005540441,0.02846508,0.00002260206,0.0001809693,0.00001560717,0.01713055,0.00009496249,0.0004176797,0.6792177,0.2673936,0.006448111],"study_design_scores_gemma":[0.0003030671,0.0000735565,0.01348549,0.00002695738,0.00003830796,0.000007910038,0.01315699,0.00008191561,0.0003502149,0.01905479,0.9528422,0.000578657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3221438,0.0003857397,0.0007787615,0.07090653,0.003825432,0.0004797605,0.0000176882,0.0004065906,0.6010557],"genre_scores_gemma":[0.7792854,0.0005412771,0.00123486,0.005273336,0.003681253,0.00009833532,0.00006424872,0.00003030818,0.209791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6854485,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230384627952798,"score_gpt":0.4285228359304428,"score_spread":0.305484373135163,"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."}}