{"id":"W7100577308","doi":"","title":"Georg Meran (Dean DIW Graduate Center)","year":2009,"lang":"en","type":"article","venue":"","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Multidisciplinary approach; Set (abstract data type); Publication; Citation; Quarter (Canadian coin)","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":[0.01310597,0.00006440044,0.000103559,0.00004594019,0.0003527823,0.00001633189,0.0001763918,0.00007572934,0.0008300896],"category_scores_gemma":[0.002760061,0.00005501811,0.00005568858,0.0001766347,0.0001405597,0.0000906388,0.00001071455,0.0001017253,0.0002837337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001767225,"about_ca_system_score_gemma":0.00005062103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006564229,"about_ca_topic_score_gemma":0.00120373,"domain_scores_codex":[0.9930392,0.006243488,0.0001116992,0.0001497612,0.0001737389,0.0002821497],"domain_scores_gemma":[0.9978074,0.001894029,0.00002830757,0.0001242099,0.00003939801,0.0001065962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008010997,0.001120522,0.1429683,0.000007382584,0.0001256022,0.0002215374,0.06612366,0.000005360255,0.005608946,0.289558,0.08455736,0.4016923],"study_design_scores_gemma":[0.000447485,0.00009934151,0.7356494,0.000005023298,0.000007653027,0.000003206689,0.002216539,0.000005127651,0.001349076,0.02139031,0.2386076,0.0002192018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7458123,0.00003873,0.000638724,0.01035391,0.0004173262,0.00009089367,0.000002952145,0.00014663,0.2424985],"genre_scores_gemma":[0.9800038,0.00006871905,0.001663515,0.001916271,0.0001573734,0.000001293844,0.000002750083,0.00000316953,0.01618313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5926811,"threshold_uncertainty_score":0.9088898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4161255710188819,"score_gpt":0.4904727513053521,"score_spread":0.07434718028647025,"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."}}