{"id":"W1878724724","doi":"10.1007/s12187-015-9325-3","title":"A new version of the HBSC Family Affluence Scale - FAS III: Scottish Qualitative Findings from the International FAS Development Study","year":2015,"lang":"en","type":"article","venue":"Child Indicators Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":267,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Qualitative research; Scale (ratio); Focus group; Gerontology; Psychology; Political science; Gender studies; Sociology; Geography; Medicine; Social science; Anthropology; Cartography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005966673,0.00009546566,0.0001648775,0.000143115,0.001412368,0.0001424696,0.001704051,0.00008465433,0.000224523],"category_scores_gemma":[0.001651866,0.00005969456,0.00005514493,0.0009086028,0.0006149446,0.0001807074,0.0005695648,0.000520875,0.00009091504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228472,"about_ca_system_score_gemma":0.003203909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05814048,"about_ca_topic_score_gemma":0.009395465,"domain_scores_codex":[0.9951398,0.001103964,0.0003268819,0.000278857,0.002666501,0.0004839972],"domain_scores_gemma":[0.998053,0.001013087,0.0001028759,0.0002804101,0.0002257092,0.0003248822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005149729,0.0000932711,0.4576481,0.000004860262,0.00004005627,0.000001063877,0.4847639,0.00000106085,0.000003467605,0.001515095,0.05397112,0.001906569],"study_design_scores_gemma":[0.0005148923,0.00004118474,0.5797563,0.0001010083,0.000003608194,9.686795e-8,0.3479106,0.000001277282,0.0001749071,0.0004780315,0.07094868,0.00006941659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721566,0.0002434808,0.00001448951,0.01440819,0.0004946491,0.0007099728,0.00002239858,0.00001567083,0.01193458],"genre_scores_gemma":[0.9972926,0.00005547227,0.0001486848,0.0006809878,0.000186417,0.00002470975,0.000006130614,0.000008425477,0.00159655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1368533,"threshold_uncertainty_score":0.9998876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281649487030628,"score_gpt":0.4609070442196312,"score_spread":0.3327420955165684,"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."}}