{"id":"W4243382590","doi":"10.1090/fic/044/21","title":"Conditional distribution of the H-coefficient in nonparametric unfolding models","year":2004,"lang":"en","type":"other","venue":"","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Nonparametric statistics; Distribution (mathematics); Mathematics; Statistics; Econometrics; Mathematical analysis","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":[0.0001036601,0.0001367899,0.0002617529,0.0001062915,0.00001773817,0.000007429392,0.0001798393,0.000162791,0.0005451323],"category_scores_gemma":[0.0006413918,0.00009040754,0.00006295173,0.0004482038,0.00004405754,0.00001104783,0.00005771396,0.0001411586,0.000008737225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089599,"about_ca_system_score_gemma":0.0001086795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006450825,"about_ca_topic_score_gemma":0.00004176218,"domain_scores_codex":[0.9990667,0.00001409529,0.0002747735,0.0001615915,0.000331255,0.0001516392],"domain_scores_gemma":[0.9992619,0.0002920901,0.0001871518,0.0001895217,0.00004116376,0.00002824166],"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":[0.00000229118,0.0001047521,6.229262e-7,0.0002036621,0.00001109563,0.000001024138,0.00001078686,0.0008506458,0.000001508691,0.9830402,0.0156593,0.0001141549],"study_design_scores_gemma":[0.0002982574,0.00001974626,0.000004970164,0.0004530939,0.00003384951,0.000003011615,0.00001793184,0.03076774,0.00006379138,0.9675822,0.0006339298,0.0001215247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00002617445,0.00009403929,0.9206025,0.00002449327,0.0001294113,0.0002981465,0.0005626135,0.00003147942,0.07823116],"genre_scores_gemma":[0.8623903,0.00004101681,0.03133937,0.00009155745,0.0001252485,0.00008759122,0.0002646022,0.0003542229,0.1053061],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8892631,"threshold_uncertainty_score":0.5968816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821575630541138,"score_gpt":0.3019668679598295,"score_spread":0.2637511116544181,"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."}}