{"id":"W1999467255","doi":"10.1002/jae.1261","title":"Categorical semiparametric varying‐coefficient models","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Econometrics","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Categorical variable; Econometrics; Semiparametric regression; Semiparametric model; Statistics; Mathematics; Computer science; Nonparametric statistics","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":[0.006828639,0.0008342956,0.001704494,0.001501029,0.0004561054,0.002408341,0.003610187,0.001437907,0.01309589],"category_scores_gemma":[0.031216,0.0005376019,0.001741439,0.002419933,0.001527448,0.002570741,0.002177542,0.002766091,0.002742146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255791,"about_ca_system_score_gemma":0.0009860167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003329547,"about_ca_topic_score_gemma":0.003000929,"domain_scores_codex":[0.9939448,0.003547747,0.0002752014,0.0009206159,0.000898322,0.0004132295],"domain_scores_gemma":[0.9753365,0.01354993,0.003138147,0.004927017,0.002476394,0.0005719943],"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":[0.0001862882,0.00007238095,0.008705983,0.0003569856,0.0002568368,0.0003616171,0.0003484522,0.216919,0.0007602729,0.7012401,0.01085917,0.05993298],"study_design_scores_gemma":[0.00002677286,0.00005440759,0.002557811,0.00008695809,0.00007219227,0.0001986472,0.00009132226,0.4275948,0.0002922009,0.5606989,0.008275559,0.00005038324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02172497,0.0009477966,0.9678255,0.001052585,0.00009431417,0.00006722483,0.001826273,0.0004429673,0.00601844],"genre_scores_gemma":[0.8528211,0.001672859,0.1213698,0.0005905923,0.0003998843,0.0003921446,0.003687107,0.000308474,0.01875812],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01309589,"threshold_uncertainty_score":0.04381013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2709608356484132,"score_gpt":0.3287802083190328,"score_spread":0.0578193726706196,"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."}}