{"id":"W3135623027","doi":"10.1177/2378023120988199","title":"The Great Balancing Act: Households, Debt, and Economic Insecurity","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Debt; Food insecurity; Household debt; Economics; Business; Survey data collection; Public economics; Labour economics; Development economics; Economic growth; Finance; Food security","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002833544,0.0002081413,0.0005027499,0.00009472089,0.00147304,0.0002391804,0.0003626682,0.0002465902,0.0001758537],"category_scores_gemma":[0.0003702509,0.0001765546,0.0003108115,0.0002510514,0.000915362,0.0001448323,0.0003008137,0.000790391,0.0001326034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701272,"about_ca_system_score_gemma":0.0001569526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002729954,"about_ca_topic_score_gemma":0.002112317,"domain_scores_codex":[0.9974526,0.000161665,0.0005337988,0.0007309461,0.00008314336,0.001037879],"domain_scores_gemma":[0.9974001,0.001767301,0.0001537736,0.0004151217,0.00008747305,0.0001762213],"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":[0.00007612664,0.00008647385,0.03018478,0.00006674298,0.0001310473,0.00003073324,0.001122202,0.00001427896,0.00005314498,0.9512315,0.01210688,0.004896039],"study_design_scores_gemma":[0.001027542,0.0001472821,0.05685199,0.00002942035,0.000007979104,0.0000115051,0.0003735005,0.004999374,0.00002425921,0.4113091,0.5247955,0.0004225622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450946,0.01233768,0.0003473152,0.005490909,0.0004777817,0.0006031143,0.0004233554,0.0001290091,0.03509627],"genre_scores_gemma":[0.9849787,0.005102729,0.0005603832,0.0003803125,0.0002211083,0.0001801021,0.00004169986,0.00003859351,0.008496421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5399225,"threshold_uncertainty_score":0.9998269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0922216708756657,"score_gpt":0.3322535962998517,"score_spread":0.2400319254241861,"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."}}