{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009510408,0.001942903,0.003729581,0.003036388,0.001151584,0.004885007,0.005776545,0.006455827,0.05975565],"category_scores_gemma":[0.03165115,0.002399312,0.003582663,0.005398398,0.001287395,0.004257824,0.001952597,0.004428208,0.02357282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158807,"about_ca_system_score_gemma":0.001343903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534548,"about_ca_topic_score_gemma":0.01249535,"domain_scores_codex":[0.9927094,0.004111035,0.0003177424,0.001700109,0.0004777768,0.0006839928],"domain_scores_gemma":[0.9733726,0.01846072,0.00260678,0.003740323,0.00145227,0.0003673136],"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":[0.0003357083,0.0003244519,0.01120044,0.0006248126,0.001235937,0.0009571012,0.0004475225,0.3560298,0.0002889061,0.4747315,0.08259522,0.07122858],"study_design_scores_gemma":[0.0002431345,0.0001178226,0.003418149,0.0002515565,0.0006011985,0.0004635861,0.0002014005,0.6246372,0.0003450276,0.3182579,0.05134542,0.0001176008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03237785,0.007123748,0.8706103,0.01024804,0.0009667747,0.0007828888,0.04260719,0.003248845,0.03203434],"genre_scores_gemma":[0.5424611,0.01272369,0.1583488,0.003558011,0.002052968,0.002239884,0.04894266,0.001214106,0.2284587],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05975565,"threshold_uncertainty_score":0.1999026,"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."}}