{"id":"W2169303902","doi":"","title":"Greetings from the IPC and NOC chairs","year":2011,"lang":"en","type":"article","venue":"International Symposium on Advanced Control of Industrial Processes","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Thursday; Pleasure; China; Operations research; Library science; Political science; Management; Computer science; History; Engineering; Law; Psychology; Economics","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":[0.000116737,0.0002093716,0.0002626225,0.00005143583,0.00005442309,0.00002923351,0.0003566475,0.0001191401,0.00004018881],"category_scores_gemma":[0.0004442353,0.0001644589,0.00004406215,0.0001395145,0.00007328228,0.0003556515,0.00002583201,0.0002092123,0.000007348508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005734636,"about_ca_system_score_gemma":0.00002754674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008612884,"about_ca_topic_score_gemma":0.00002985262,"domain_scores_codex":[0.9988293,0.00002888635,0.0004409891,0.0002347849,0.0002882355,0.0001777833],"domain_scores_gemma":[0.9988534,0.0004393721,0.000216321,0.0001780461,0.0002556924,0.00005720118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005902554,0.0003354839,0.01914912,0.0001453732,0.00184735,0.00002808278,0.003540943,0.7131381,0.08786298,0.01006409,0.0006834411,0.1573025],"study_design_scores_gemma":[0.1148143,0.003670303,0.008440563,0.006281082,0.00109142,0.0001000376,0.003891204,0.3414395,0.385142,0.0277172,0.1011594,0.006253043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4421945,0.006670321,0.4252202,0.008486778,0.01304698,0.005693118,0.001467448,0.002057689,0.095163],"genre_scores_gemma":[0.9985425,0.0001592482,0.0004843851,0.000154793,0.000479441,0.00008794216,0.0000151719,0.0000353991,0.00004107872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5563481,"threshold_uncertainty_score":0.670644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703037526386708,"score_gpt":0.205505508084633,"score_spread":0.1884751328207659,"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."}}