{"id":"W1540733532","doi":"","title":"Proceedings of the eighth IASTED International Conference on Control and Applications, May 24-26, 2006, Montreal, Quebec, Canada","year":2006,"lang":"en","type":"book","venue":"ACTA Press eBooks","topic":"Control Systems and Identification","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Control (management); Political science; Regional science; Library science; Geography; Management; Computer science; Economics","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":[0.00006066513,0.000238545,0.0002984909,0.00005539612,0.00005172105,0.0001017571,0.0003648405,0.0001631437,0.000007361044],"category_scores_gemma":[0.000006211323,0.0001955418,0.00005256024,0.000009881798,0.00004797431,0.00004969944,0.00003499777,0.000228837,9.728917e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301645,"about_ca_system_score_gemma":0.0002075268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3323964,"about_ca_topic_score_gemma":0.6239666,"domain_scores_codex":[0.9988742,0.000008509061,0.0003971108,0.0002460809,0.0003266299,0.0001474992],"domain_scores_gemma":[0.999197,0.00004175116,0.0002620398,0.0002382376,0.0002142709,0.00004667746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003219624,0.00001847358,0.00004951163,0.0004459842,0.0003488566,9.857987e-7,0.000114425,0.00008796212,0.00486856,0.0420019,0.945955,0.006076161],"study_design_scores_gemma":[0.0006433795,0.000006693871,0.00184086,0.0002876823,0.0001020172,0.000003170664,0.00001322697,0.00305891,0.0003983986,0.0002760416,0.9931018,0.0002678351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005201261,0.000385273,0.00006687307,0.0001475978,0.0005230423,0.00160246,0.0005342026,0.0001126701,0.9961078],"genre_scores_gemma":[0.4099994,0.00002448213,0.000002768985,0.00002326825,0.0002431477,0.0002635682,0.00003757703,0.00004313744,0.5893626],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4094793,"threshold_uncertainty_score":0.7973965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009100305480892917,"score_gpt":0.1814138780552764,"score_spread":0.1723135725743835,"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."}}