{"id":"W7113255107","doi":"","title":"Economic Inactivity","year":2024,"lang":"en","type":"book-chapter","venue":"University of Birmingham Research Portal (University of Birmingham)","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Work (physics); Quarter (Canadian coin); Labour supply; Economic impact analysis","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001078079,0.0003815918,0.001144803,0.002160315,0.0004086354,0.00003428841,0.001235097,0.0006024701,0.007360182],"category_scores_gemma":[0.00004107424,0.0005940052,0.0006477204,0.0002429823,0.001559226,0.0004939503,0.001033951,0.000969106,0.003377787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004857733,"about_ca_system_score_gemma":0.000679813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004528406,"about_ca_topic_score_gemma":0.001746109,"domain_scores_codex":[0.9973903,0.00002453605,0.000480847,0.001103037,0.0003977106,0.0006035649],"domain_scores_gemma":[0.9977034,0.0002177636,0.0007799582,0.0007259791,0.0002484929,0.0003244108],"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":[0.0002354701,0.0001284007,0.001144045,0.0005280691,0.0006260021,0.001214695,0.001872405,0.00003800818,0.00004975037,0.9500664,0.03981875,0.004278043],"study_design_scores_gemma":[0.0007032359,0.0003346615,0.001025222,0.0006201885,0.0000597224,0.0000254795,0.0045715,0.0003416748,0.00004943768,0.08204655,0.9094428,0.0007795126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01810577,0.001562131,0.0002488043,0.0005991838,0.0002961737,0.000457188,0.0007521686,0.00006525655,0.9779133],"genre_scores_gemma":[0.222049,0.004390745,0.0006027475,0.000008827245,0.00007269374,1.005832e-7,0.00006583795,0.00005726096,0.7727528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8696241,"threshold_uncertainty_score":0.9996511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07148893723904044,"score_gpt":0.2518938867991322,"score_spread":0.1804049495600918,"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."}}