{"id":"W2384108814","doi":"","title":"Characteristic Locus Method and MATLAB Accomplishment","year":2002,"lang":"en","type":"article","venue":"Journal of Xi'an United University","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"MATLAB; Computer science; Programming language; Locus (genetics); MIMO; Algorithm; Engineering drawing; Control engineering; Engineering; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002594926,0.0001315274,0.0002833616,0.0004694056,0.0001376798,0.00004212563,0.0002372443,0.00009857261,0.0003454148],"category_scores_gemma":[0.00002235391,0.0001142644,0.0000779001,0.000350468,0.00003846419,0.0003422663,0.00006219962,0.0001915048,0.000007910356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200296,"about_ca_system_score_gemma":0.00001894824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054869,"about_ca_topic_score_gemma":0.00008580202,"domain_scores_codex":[0.9989938,0.0002469984,0.0002444522,0.000127326,0.0001977885,0.0001896951],"domain_scores_gemma":[0.9989945,0.00006679346,0.0003173553,0.0001757759,0.0001841169,0.0002615144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00299732,0.005599338,0.01688924,0.000705615,0.005436084,0.02049414,0.02144521,0.07006995,0.120339,0.2404444,0.06641192,0.4291678],"study_design_scores_gemma":[0.002162026,0.0004100126,0.009752318,0.0001200957,0.000166287,0.0008778193,0.001652234,0.00348527,0.0006401433,0.0002362378,0.9801677,0.000329866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687061,0.000262859,0.01148495,0.0004231386,0.0006791538,0.00005206103,0.00001094161,0.00004045516,0.01834036],"genre_scores_gemma":[0.9919416,0.0002149359,0.001244236,0.0001274609,0.0002076431,3.859547e-8,0.000004712444,0.00001366639,0.006245685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9137558,"threshold_uncertainty_score":0.4659567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087574411467003,"score_gpt":0.2185159699429925,"score_spread":0.1976402258283225,"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."}}