{"id":"W4400977618","doi":"10.2139/ssrn.4899785","title":"The Impact of ICT Human Capital on Remote Work and Asset Prices","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Information and Communications Technology; Work (physics); Asset (computer security); Business; Human capital; Capital (architecture); Economics; Computer science; Engineering; Geography; Market economy; Computer security; World Wide Web","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002750242,0.0001613085,0.0001944542,0.00009629781,0.0006120222,0.0006027602,0.0003526569,0.0001617941,0.00001137727],"category_scores_gemma":[0.00004106518,0.0001059739,0.0002553692,0.0001329288,0.0001887598,0.0001737834,0.00007583928,0.002579774,0.00001131066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009808146,"about_ca_system_score_gemma":0.002713504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008143912,"about_ca_topic_score_gemma":0.004073711,"domain_scores_codex":[0.9980958,0.00009897996,0.0003278084,0.0001596589,0.0002543416,0.001063476],"domain_scores_gemma":[0.9993735,0.0001100063,0.0002589862,0.0001253531,0.00005389308,0.00007824088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000614032,0.00003334341,0.0004982313,0.00002229525,0.0005768756,0.000001603319,0.007328704,0.0002054251,0.000001867444,0.8239188,0.0002143303,0.1671372],"study_design_scores_gemma":[0.0001018244,0.0002478682,0.001215303,0.0001623247,0.00003649101,0.000007651473,0.003127635,0.00001058689,0.000004226616,0.9936324,0.001315545,0.0001380905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443794,0.004420657,0.00007808062,0.001501615,0.0003006154,0.0002108992,0.00000918902,0.00002531747,0.04907426],"genre_scores_gemma":[0.9915012,0.007195786,0.000005623679,0.000006885644,0.0003201598,0.000001765505,0.000006019866,0.00001236886,0.0009501647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1697137,"threshold_uncertainty_score":0.9997213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171412367294628,"score_gpt":0.3037261883479068,"score_spread":0.2920120646749605,"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."}}