{"id":"W1979813467","doi":"10.5539/ibr.v4n4p272","title":"Comparative Study on the Evaluation Methods of Product Quality Level","year":2011,"lang":"en","type":"article","venue":"International Business Research","topic":"Evaluation and Optimization Models","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Product (mathematics); Evaluation methods; Premise; Computer science; Reliability engineering; Mathematics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007884103,0.00008432985,0.000131318,0.0002624913,0.00007404704,0.00003051337,0.0003823699,0.00002504939,0.001348],"category_scores_gemma":[0.001256673,0.00006074861,0.00002573374,0.0006231523,0.00008804494,0.0001478758,0.00005851939,0.0001915219,0.00006207654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097704,"about_ca_system_score_gemma":0.00008672129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008500625,"about_ca_topic_score_gemma":0.00002496911,"domain_scores_codex":[0.9968097,0.001120254,0.0003272609,0.0001752596,0.001446815,0.0001207726],"domain_scores_gemma":[0.9951773,0.0004986897,0.00005201593,0.0002954867,0.003952106,0.000024345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000553884,0.003020515,0.01848236,0.00009410817,0.001064807,0.000002456316,0.05268655,0.8182086,0.02063887,0.04013361,0.007746955,0.03736724],"study_design_scores_gemma":[0.0005445602,0.00004800528,0.7577406,0.00002501073,0.00001119543,5.757525e-7,0.002078992,0.2167032,0.01894354,0.003550642,0.000237739,0.0001158897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7116466,0.00008604155,0.1456848,0.001062259,0.0009000293,0.002151172,0.00003347048,0.00008944396,0.1383463],"genre_scores_gemma":[0.9947814,0.000008535298,0.004664984,0.00001459064,0.00005905874,0.0001825652,0.00001533671,0.0000111614,0.0002623844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7392583,"threshold_uncertainty_score":0.9995649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.840939366611223,"score_gpt":0.6223706142575637,"score_spread":0.2185687523536594,"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."}}