{"id":"W6920673381","doi":"10.6084/m9.figshare.16417691","title":"Additional file 4 of The effect of home visits as an additional recruitment step on the composition of the final sample: a cross-sectional analysis in two study centers of the German National Cohort (NAKO)","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; German; Table (database); Turkish; Composition (language); 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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002825192,0.0001123699,0.0002426683,0.00009251238,0.0004227807,0.00001663526,0.0005043379,0.00007536692,0.8154399],"category_scores_gemma":[0.01851272,0.0000629255,0.0003468854,0.001185706,0.0002022837,0.00007913151,0.000143718,0.0002248147,0.00001205862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190677,"about_ca_system_score_gemma":0.0006008667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001922439,"about_ca_topic_score_gemma":0.002417195,"domain_scores_codex":[0.9860626,0.01212426,0.0003771233,0.0002269268,0.001071821,0.0001373006],"domain_scores_gemma":[0.9545612,0.04419843,0.0004555011,0.0002768688,0.0004807602,0.00002724956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002393451,0.001494567,0.3477439,0.00005014565,0.001183075,0.000002991625,0.002414302,0.001865525,0.0001488204,0.0005079683,0.641988,0.0002072423],"study_design_scores_gemma":[0.000345163,0.0001219861,0.9940597,0.0002696438,0.00004265639,0.000001974587,0.0001763497,0.0000904929,0.0005769059,0.0001740834,0.004081776,0.00005922187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3744922,0.000004366705,2.416982e-7,0.00006094749,0.00005155038,0.0004445802,0.6245669,0.000002684211,0.0003765482],"genre_scores_gemma":[0.8132402,2.624207e-7,0.00003060528,0.00008378177,0.00005797095,0.0006252293,0.1857963,0.000004784732,0.0001608603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8154278,"threshold_uncertainty_score":0.9897548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2272412190383501,"score_gpt":0.4666347158602891,"score_spread":0.239393496821939,"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."}}