{"id":"W2255135255","doi":"","title":"In brief: cycles of disadvantage","year":2006,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Social Issues and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Disadvantage; Quarter (Canadian coin); Persistence (discontinuity); Economics; Demographic economics; Development economics; Economic growth; Political science; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.008599138,0.0002901261,0.0009143464,0.001111035,0.0007119207,0.0004066756,0.001338062,0.0002417977,0.0002135587],"category_scores_gemma":[0.003625238,0.0002802778,0.0001596035,0.00130741,0.02142964,0.001649838,0.0006992488,0.000553888,0.00001451559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008165113,"about_ca_system_score_gemma":0.003386596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1356142,"about_ca_topic_score_gemma":0.01215994,"domain_scores_codex":[0.9935679,0.0002333065,0.001433167,0.0008839043,0.0005703859,0.003311303],"domain_scores_gemma":[0.9942294,0.001440819,0.0003025121,0.0004912992,0.0006105372,0.002925452],"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":[0.00004443304,0.0002075199,0.04962961,0.00003507223,0.000006033464,0.000001617604,0.0002603047,0.00004166215,0.000690635,0.9485661,0.00003819338,0.0004787615],"study_design_scores_gemma":[0.001561705,0.0005575482,0.3048529,0.0001296318,0.00002541252,0.000009444153,0.007465512,0.002580104,0.007447146,0.6495097,0.02516673,0.0006940802],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960133,0.0004116631,0.000002655578,0.009475228,0.0002039443,0.0004123381,0.0002794089,0.000009495741,0.02907233],"genre_scores_gemma":[0.9945667,0.003525493,0.0006528139,0.0003068531,0.0005589438,0.000008535631,0.000005396308,0.00001789049,0.0003573967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2990564,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04577686906510506,"score_gpt":0.4060667894558221,"score_spread":0.3602899203907171,"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."}}