{"id":"W3196274877","doi":"10.33612/diss.178288002","title":"Lives on Edge: everyday practices of people experiencing poverty in disadvantaged areas","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Poverty; Everyday life; Context (archaeology); Ethnography; Geography; Inequality; Sociology; Economic growth; Gender studies; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002263542,0.0002088388,0.0003645535,0.00002311268,0.00009214009,0.00005056001,0.0002070733,0.0001567091,0.001243382],"category_scores_gemma":[0.0009479277,0.00007506251,0.0001140564,0.0003995874,0.00001474239,0.0002280993,0.00003613082,0.0002067034,0.000005882595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007239253,"about_ca_system_score_gemma":0.00005819906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024401,"about_ca_topic_score_gemma":0.03581303,"domain_scores_codex":[0.9985574,0.0001300445,0.0003657175,0.0004101165,0.0003080332,0.000228673],"domain_scores_gemma":[0.9988041,0.000545476,0.000388039,0.00006833637,0.0001424033,0.0000516338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001431896,0.00202642,0.6129879,0.0008963263,0.000103832,0.00009881965,0.05113553,0.000007045764,0.1942268,0.000744851,0.0038668,0.1324737],"study_design_scores_gemma":[0.00008062826,0.00009739163,0.8419968,0.0001096318,0.000005961755,7.402885e-7,0.1386205,0.000004336898,0.01786952,0.0002322622,0.0007480634,0.0002342016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813212,0.0001622427,4.798272e-8,0.0002617063,0.000259359,0.0002539814,0.000007623633,0.00002274681,0.01771113],"genre_scores_gemma":[0.9786052,0.0001755774,0.000032171,0.00007101725,0.00005110158,0.00003434329,0.0007071742,0.000001119467,0.02032235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2290089,"threshold_uncertainty_score":0.9996696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460089520364886,"score_gpt":0.2772726969116688,"score_spread":0.2626718017080199,"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."}}