{"id":"W2156630887","doi":"10.1080/03610926.2011.560738","title":"Nonparametric Prediction Intervals Based on Ranked Set Samples","year":2012,"lang":"en","type":"article","venue":"Communication in Statistics- Theory and Methods","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Nonparametric statistics; Ranking (information retrieval); Statistics; Set (abstract data type); Sample (material); Mathematics; Prediction interval; Order statistic; Econometrics; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.005612605,0.0001587094,0.0002526864,0.0002021049,0.0002093056,0.00004173539,0.000215659,0.00009491322,0.0003887254],"category_scores_gemma":[0.01097443,0.000151776,0.00003309951,0.0004106926,0.0002351867,0.0001151479,0.00006558018,0.0002613618,0.00002340254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007695101,"about_ca_system_score_gemma":0.0000248792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006432042,"about_ca_topic_score_gemma":0.000002017758,"domain_scores_codex":[0.9959131,0.002999982,0.0005298037,0.0001764713,0.0001532374,0.0002273373],"domain_scores_gemma":[0.9801047,0.01879221,0.0001897905,0.0006649417,0.0001108086,0.0001375646],"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":[0.00006785179,0.0002281997,0.0007471679,0.00005400087,0.00001242899,9.099294e-8,0.0004157442,0.0000243121,0.00005201141,0.962153,0.001021414,0.03522379],"study_design_scores_gemma":[0.0007269968,0.00004783842,0.04036088,0.00009862426,0.00006712957,0.000003050186,0.0003437326,0.0289246,0.000379079,0.9262365,0.00262238,0.000189259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001673508,0.0002026988,0.9941126,0.0001589363,0.00007982913,0.0003685313,0.0009686938,0.00008468519,0.002350564],"genre_scores_gemma":[0.4759879,0.00004494518,0.5232892,0.0001880594,0.00001343323,0.000151866,0.0002598847,0.00001253036,0.00005212885],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4743145,"threshold_uncertainty_score":0.9973565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1799852263832931,"score_gpt":0.4990370044710642,"score_spread":0.3190517780877711,"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."}}