{"id":"W6966285609","doi":"10.3886/e191561v2","title":"Data and code for: Why Didn't the College Premium Rise Everywhere? Employment Protection and On-the-Job Investment in Skills","year":2024,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Investment (military); Incentive; Wage; Code (set theory); Minimum wage","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00253542,0.0004339517,0.0003973788,0.0002332722,0.0003946912,0.0009245933,0.00164817,0.0002093553,0.00002353961],"category_scores_gemma":[0.001763592,0.000282121,0.00003746494,0.0004225459,0.0001745626,0.0009088053,0.003813359,0.0005820974,0.00008933529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006910339,"about_ca_system_score_gemma":0.00007779276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002191285,"about_ca_topic_score_gemma":0.007717655,"domain_scores_codex":[0.997245,0.00003032561,0.0006208456,0.001245104,0.0004504094,0.0004083269],"domain_scores_gemma":[0.9963044,0.0002223041,0.0005426266,0.002845825,0.00006048554,0.0000243898],"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":[0.00004304871,0.00007584932,0.0001785782,0.0005720173,0.00005929704,0.00002729533,0.00001738365,0.000001130463,0.000007701356,0.0004425793,0.9977974,0.0007777661],"study_design_scores_gemma":[0.0003331335,0.00002853137,0.0005240164,0.000777589,0.0002686699,0.000009500303,0.00006690954,0.0009357944,0.000004657056,0.001986694,0.9947216,0.0003429064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007533671,0.0008776846,0.00001103243,0.005062349,0.0008098549,0.002400902,0.9831082,0.00006686355,0.0001294219],"genre_scores_gemma":[0.001011105,0.000717257,0.00005620385,0.005926181,0.001678648,0.0005808517,0.9893968,0.00008729164,0.0005457017],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.006522566,"threshold_uncertainty_score":0.9999631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05675035829416558,"score_gpt":0.2827481963567445,"score_spread":0.2259978380625789,"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."}}