{"id":"W3205573887","doi":"10.3390/e23111381","title":"Information Generating Function of Ranked Set Samples","year":2021,"lang":"en","type":"article","venue":"Entropy","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"RSS; Simple random sample; Measure (data warehouse); Set (abstract data type); Function (biology); Computer science; Divergence (linguistics); Statistics; Data mining; Sampling (signal processing); Simple (philosophy); Mathematics; Algorithm; Medicine","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":[0.01527025,0.0008792815,0.001407303,0.003773516,0.0006916226,0.002063904,0.002248208,0.001378735,0.003953668],"category_scores_gemma":[0.06204835,0.0004260141,0.0009772344,0.00218087,0.002502719,0.004028872,0.001789177,0.001300143,0.0006250612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002052366,"about_ca_system_score_gemma":0.001191535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007427414,"about_ca_topic_score_gemma":0.0005404292,"domain_scores_codex":[0.9920888,0.004604311,0.0002703979,0.0007865544,0.00183156,0.0004183363],"domain_scores_gemma":[0.9385999,0.0511038,0.002752928,0.003829023,0.003071233,0.0006430948],"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":[0.0003092918,0.0001121018,0.006292008,0.0003740746,0.0001272816,0.0001965649,0.0004322801,0.1645362,0.003059426,0.7533641,0.002225945,0.0689708],"study_design_scores_gemma":[0.00003935282,0.0001614057,0.002041269,0.00008156381,0.00003802598,0.0001423521,0.00007409371,0.7499243,0.002617104,0.2436175,0.001213215,0.00004984997],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08000337,0.0005267914,0.9152763,0.0004275548,0.00002999457,0.0001663282,0.0004146221,0.0002729613,0.002882091],"genre_scores_gemma":[0.8243662,0.000884346,0.1669263,0.0003636035,0.0001961621,0.00087787,0.001549604,0.0002060405,0.00462989],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01527025,"threshold_uncertainty_score":0.08075774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06646421186770037,"score_gpt":0.3337478200464088,"score_spread":0.2672836081787085,"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."}}