{"id":"W2000225109","doi":"10.5705/ss.2011.038a","title":"On the Grenander estimator at zero","year":2011,"lang":"en","type":"article","venue":"Statistica Sinica","topic":"Functional Equations Stability Results","field":"Mathematics","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Zero (linguistics); Monotone polygon; Estimator; Limit (mathematics); Infinity; Mathematics; Applied mathematics; Regular polygon; Mathematical optimization; Computer science; Mathematical analysis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000389368,0.0001377272,0.0001569443,0.0000301268,0.000263422,0.00001735986,0.00019559,0.00005291697,0.004178231],"category_scores_gemma":[0.008707442,0.00008738883,0.00005667414,0.0001117894,0.0002267816,0.00003682523,0.00007749238,0.0001434076,0.001305317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008310709,"about_ca_system_score_gemma":0.0000690825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001745514,"about_ca_topic_score_gemma":0.00003327879,"domain_scores_codex":[0.9987636,0.0001144283,0.0003292311,0.0002530468,0.000326684,0.000213053],"domain_scores_gemma":[0.9922929,0.006792638,0.000105581,0.000622105,0.0001070379,0.00007972874],"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":[0.0001221302,0.0001598778,0.0000542633,0.00001513541,0.00002854196,0.000004271311,0.0002947262,0.000001141527,0.00001696331,0.9070693,0.09190077,0.0003329154],"study_design_scores_gemma":[0.0002955587,0.0001441279,0.002072355,0.0000195379,0.0000369026,0.000006389294,0.00002532964,0.00058412,0.0001395056,0.9944345,0.002120037,0.000121641],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1018321,0.00004441706,0.3700027,0.00800581,0.00142066,0.002106426,0.001507273,0.0006519849,0.5144286],"genre_scores_gemma":[0.9284832,0.000001751201,0.06813123,0.0003306052,0.00002765431,0.00006336677,0.00001660887,0.00003010456,0.0029155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.826651,"threshold_uncertainty_score":0.9996426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.210487069254349,"score_gpt":0.3369452347161485,"score_spread":0.1264581654617996,"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."}}