{"id":"W1567773850","doi":"10.2139/ssrn.572783","title":"Random Coefficient Panel Data Models","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Spatial and Panel Data Analysis","field":"Economics, Econometrics and Finance","cited_by":115,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"Rheinische Friedrich-Wilhelms-Universität Bonn","keywords":"Statistics; Computer science; Econometrics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00214455,0.0001471659,0.0003565551,0.0002012233,0.0002157215,0.0001138693,0.0009102435,0.00006906785,0.0001386786],"category_scores_gemma":[0.00007644276,0.000143607,0.0001320591,0.0002815251,0.00003642319,0.0005084419,0.0001315452,0.0008319795,0.0005096371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890957,"about_ca_system_score_gemma":0.0004395627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407443,"about_ca_topic_score_gemma":0.001152509,"domain_scores_codex":[0.9975322,0.00001646666,0.0005521461,0.0003887878,0.00007352866,0.001436872],"domain_scores_gemma":[0.9989238,0.00002297069,0.0002935647,0.0006309859,0.00003013877,0.00009849191],"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":[0.00007413297,0.0001544182,0.0008363298,0.000003958638,0.0003753004,0.000007034714,0.0001715493,0.03880641,0.000008862172,0.9544848,0.0002061265,0.004871108],"study_design_scores_gemma":[0.002658932,0.0001008878,0.0001418877,0.000008479085,0.00004062485,0.0001540578,0.0002755199,0.02711581,0.000007890821,0.9608715,0.008362997,0.0002614377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05130709,0.01516423,0.9261141,0.001706274,0.0003790513,0.0001289974,0.0003401353,0.00003671944,0.004823357],"genre_scores_gemma":[0.9892771,0.009114466,0.000286694,0.0001942393,0.0002796226,0.000002611602,0.0001675473,0.00002087635,0.0006568301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.93797,"threshold_uncertainty_score":0.6550524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0670530708084468,"score_gpt":0.2356428773356423,"score_spread":0.1685898065271955,"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."}}