{"id":"W3122362934","doi":"","title":"The German Socio-Economic Panel: How It All Began","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Health and Medical Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Quarter (Canadian coin); Period (music); Political science; Discipline; Panel data; Economy; Geography; Economics; Archaeology; Law","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006267407,0.0004519514,0.0009604994,0.0002364989,0.002903061,0.0000683884,0.001303106,0.001234846,0.000201676],"category_scores_gemma":[0.00225586,0.0003566935,0.0002664568,0.00006565154,0.001077763,0.0000776458,0.002620169,0.007965051,0.0004337629],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004401762,"about_ca_system_score_gemma":0.005357458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007959193,"about_ca_topic_score_gemma":0.004350409,"domain_scores_codex":[0.9925073,0.001811368,0.001330861,0.001083409,0.0004042045,0.002862822],"domain_scores_gemma":[0.9909728,0.006085298,0.0004851144,0.001409125,0.0001532626,0.0008943971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004219232,0.0002248144,0.02288251,0.001999702,0.0006621837,0.000157342,0.02816743,0.0002177993,0.00001118839,0.001615899,0.1822815,0.7613577],"study_design_scores_gemma":[0.0007355788,0.00006721198,0.009111387,0.0002905819,0.000008844158,0.000003754731,0.006009331,0.000675192,0.000001565267,0.001479674,0.9812748,0.0003420755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5360541,0.00159333,0.00000178346,0.1589069,0.005832137,0.005367443,0.0002344059,0.0001898039,0.29182],"genre_scores_gemma":[0.4226228,0.5178995,0.0001335447,0.006115479,0.004266233,0.00334136,0.0001577507,0.0001954141,0.04526789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7989933,"threshold_uncertainty_score":0.9998885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1936224916991019,"score_gpt":0.4874232699546732,"score_spread":0.2938007782555714,"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."}}