{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005217521,0.00007130307,0.0001767439,0.0002047208,0.00002383257,0.00003802741,0.00005016474,0.00001581704,0.0008629301],"category_scores_gemma":[0.00007487921,0.0000657999,0.00000998801,0.0004006245,0.00002246295,0.000166454,0.00002104459,0.00003295498,0.000004896597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001870502,"about_ca_system_score_gemma":0.000003489873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001050663,"about_ca_topic_score_gemma":0.000009701219,"domain_scores_codex":[0.9992826,0.00007464009,0.0003748384,0.00006807372,0.0001254204,0.00007440484],"domain_scores_gemma":[0.9994006,0.0003053057,0.00008439622,0.0001015892,0.00007548593,0.00003262554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002853522,0.001852236,0.3595575,0.0004966934,0.007758985,0.000005216154,0.009075505,0.1583707,0.06132539,0.1038346,0.005848404,0.2915893],"study_design_scores_gemma":[0.0004756524,0.0003533542,0.7527635,0.000008159818,0.0003229124,0.000001902413,0.0002396511,0.2424758,0.002001673,0.001062962,0.00009581186,0.0001986893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3549691,0.000005900837,0.6445559,0.000003247314,0.00003195726,0.0001037743,0.00002879084,0.00004219308,0.0002590752],"genre_scores_gemma":[0.8693098,0.000009110382,0.1305842,0.00001310447,0.0000107292,0.00002467838,0.00003167528,0.000004010854,0.00001264287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5143407,"threshold_uncertainty_score":0.944848,"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."}}