{"id":"W215547642","doi":"","title":"Motivational Design Quality, Internal Benchmarking and Statistical Analysis of Corporate Information Materials: A Pilot Study.","year":2002,"lang":"en","type":"article","venue":"","topic":"SAS software applications and methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Quality (philosophy); Control (management); Best practice; Exploratory research; Business; Psychology; Marketing; Computer science; Management; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0390809,0.0005053891,0.0003948829,0.001416938,0.001338679,0.001087323,0.0008634269,0.0005008639,0.00215356],"category_scores_gemma":[0.08408757,0.000605668,0.0005325388,0.001082953,0.0008806759,0.001031062,0.001302852,0.0008930916,0.0003821505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942214,"about_ca_system_score_gemma":0.004388697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280873,"about_ca_topic_score_gemma":0.004914415,"domain_scores_codex":[0.9792628,0.01626245,0.0007602712,0.0005942369,0.002240927,0.0008793579],"domain_scores_gemma":[0.9203076,0.05270558,0.005849891,0.005347499,0.01227822,0.0035112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003108822,0.07586116,0.3134355,0.001158481,0.0001195993,0.0006599618,0.10103,0.001347539,0.01385258,0.001972595,0.002894223,0.4845596],"study_design_scores_gemma":[0.00212899,0.1479314,0.7240042,0.0004565167,0.0003167022,0.0008015818,0.07140803,0.006361315,0.02830618,0.001524703,0.01655893,0.0002014628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897317,0.00003364207,0.00460545,0.0001110042,0.00001270433,0.0037939,0.00005157367,0.00004644462,0.001613624],"genre_scores_gemma":[0.9598256,0.00007783838,0.03292087,0.0001387871,0.00001881513,0.005693197,0.0001147504,0.00002772167,0.00118254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0390809,"threshold_uncertainty_score":0.206682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1356187654472489,"score_gpt":0.3192251522259496,"score_spread":0.1836063867787008,"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."}}