{"id":"W6907917307","doi":"10.25384/sage.c.5291625.v1","title":"A New Methodological Approach to Study Household Structure From Census and Survey Data","year":2021,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Representation (politics); Indigenous; Survey data collection; Data collection; Survey methodology; Yield (engineering); American Community Survey","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01718201,0.0006767839,0.000852312,0.007863423,0.001742844,0.00279949,0.002471403,0.0009047161,0.004333734],"category_scores_gemma":[0.05438289,0.0006365424,0.001099687,0.01782751,0.002751136,0.004248543,0.004285875,0.002708563,0.001023767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002432795,"about_ca_system_score_gemma":0.004400443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103009,"about_ca_topic_score_gemma":0.01103714,"domain_scores_codex":[0.9723396,0.02006837,0.001203673,0.002474843,0.003559841,0.0003536779],"domain_scores_gemma":[0.9764507,0.0126893,0.002426171,0.005079173,0.002949864,0.0004047321],"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":[0.00006168711,0.0000992217,0.03002125,0.0005437246,0.0003831224,0.0001846302,0.005304418,0.006860938,0.001031229,0.7304007,0.01319051,0.2119186],"study_design_scores_gemma":[0.0001239508,0.0002950223,0.03872097,0.0008182366,0.0002078397,0.0009100782,0.005634338,0.03187223,0.001529384,0.7265202,0.1931436,0.0002242717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007947832,0.0004298127,0.9809164,0.001301388,0.0002139512,0.0006169557,0.001431548,0.0001574576,0.006984627],"genre_scores_gemma":[0.1484052,0.001143031,0.8368891,0.00121631,0.0004084657,0.004583054,0.003555043,0.0002211243,0.003578657],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01718201,"threshold_uncertainty_score":0.09086823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6319657342648672,"score_gpt":0.4501389061024593,"score_spread":0.181826828162408,"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."}}