{"id":"W7095445894","doi":"","title":"Dependent Interviewing and Seam Effects in Work History Data, ISER Working","year":2004,"lang":"en","type":"article","venue":"","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interview; Longitudinal study; Comparative research; British Household Panel Survey; Social research; Data collection; Work (physics); Resource (disambiguation); Private sector","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":[],"consensus_categories":[],"category_scores_codex":[0.0006066333,0.00005223472,0.00007651894,0.00004087278,0.000113591,0.00002474482,0.0001397177,0.0000276855,0.00008262257],"category_scores_gemma":[0.0001712136,0.00004714591,0.00001232404,0.00007996244,0.00006262304,0.0001696054,0.000104866,0.00006344517,0.00002306616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003699513,"about_ca_system_score_gemma":0.0001149638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004659141,"about_ca_topic_score_gemma":0.01798921,"domain_scores_codex":[0.9993417,0.00007501522,0.0001198716,0.0001640324,0.0001628437,0.0001365194],"domain_scores_gemma":[0.9997061,0.0001195699,0.00002301315,0.00008568691,0.00002757335,0.00003806365],"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":[0.00002798123,0.000318443,0.1275335,0.00007372132,0.00007526068,0.00001353816,0.1303016,0.0002709664,0.0001013174,0.6829028,0.0392574,0.01912348],"study_design_scores_gemma":[0.001456705,0.00006951062,0.2002312,0.001154111,0.00005118908,0.000002825334,0.03666986,0.00007508675,0.0001791112,0.05973116,0.699334,0.00104528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.863388,0.009550219,0.001684817,0.02173961,0.003600257,0.000345997,0.000001788895,0.00007271111,0.09961659],"genre_scores_gemma":[0.9925809,0.00009209714,0.001205183,0.001221,0.0003206656,0.00001347663,0.000006959391,0.000003054247,0.004556661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6600766,"threshold_uncertainty_score":0.9999299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1846341219535463,"score_gpt":0.368452130845693,"score_spread":0.1838180088921468,"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."}}