{"id":"W2396913950","doi":"10.1080/03610926.2014.942434","title":"Robust designs for experiments with blocks","year":2015,"lang":"en","type":"article","venue":"Communication in Statistics- Theory and Methods","topic":"Optimal Experimental Design Methods","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Mathematics; Algorithm","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":["metaresearch"],"category_scores_codex":[0.03115403,0.000178581,0.0003648475,0.0002035498,0.0001865308,0.0001801041,0.0008205583,0.00008370753,0.00009014372],"category_scores_gemma":[0.01044891,0.0001357186,0.00002792589,0.0003893924,0.0004581002,0.0002503126,0.0002483113,0.0001659987,0.000007084572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006817099,"about_ca_system_score_gemma":0.0001034234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001528923,"about_ca_topic_score_gemma":0.000006090651,"domain_scores_codex":[0.990074,0.008302672,0.0006030686,0.0003972979,0.000385883,0.0002370125],"domain_scores_gemma":[0.9814278,0.01664761,0.0002522735,0.001090659,0.0003846394,0.0001970015],"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":[0.00166953,0.0001986783,0.0007939274,0.000008751152,0.00003000692,0.000002371638,0.008981454,0.0008492306,0.004429271,0.7131763,0.002061235,0.2677993],"study_design_scores_gemma":[0.001842803,0.0004451925,0.0004368926,0.00004927674,0.00002468707,0.00001347296,0.01024568,0.01020745,0.0165227,0.9522042,0.00770249,0.0003051982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001592951,0.002361154,0.9907136,0.00006477055,0.0001134088,0.0005192481,0.00003482981,0.00002603588,0.004573986],"genre_scores_gemma":[0.04424666,0.00004772424,0.9539907,0.0001678684,0.00001350263,0.0002396527,0.00001219928,0.00002167502,0.001260019],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2674941,"threshold_uncertainty_score":0.9978865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5196230109503861,"score_gpt":0.5699451367973264,"score_spread":0.05032212584694029,"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."}}