{"id":"W7065343513","doi":"","title":"Dynamic modeling of constraint for reconfigurable system","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constraint (computer-aided design); System dynamics; Systems modeling; Control system; Control theory (sociology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002280916,0.000338837,0.0005898004,0.000347294,0.0005068845,0.001095082,0.0009722678,0.0006202715,0.01528705],"category_scores_gemma":[0.001140343,0.0003051173,0.0004729042,0.0003575086,0.0005163259,0.001133756,0.0008177018,0.0005490282,0.001036636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000638129,"about_ca_system_score_gemma":0.0008124383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006366101,"about_ca_topic_score_gemma":0.003685419,"domain_scores_codex":[0.9997926,0.00003616777,0.000006290449,0.00004522916,0.00007896264,0.00004059601],"domain_scores_gemma":[0.9997647,0.0000695889,0.0000305542,0.00004103151,0.00007091062,0.00002322664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008870116,0.00002436803,0.0005910307,0.00007052349,0.00002155023,0.0002256013,0.00005680286,0.9163685,0.005199451,0.05316832,0.001992725,0.02219236],"study_design_scores_gemma":[0.00000793852,0.00001324696,0.0001077826,0.000002632806,0.000003541125,0.00002278603,0.000009166542,0.9923896,0.0006120541,0.005509317,0.001317213,0.000004707434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1032813,0.0002322568,0.8345053,0.0006589405,0.0001652947,0.0001214038,0.0004452343,0.0008350117,0.05975513],"genre_scores_gemma":[0.929401,0.0001755993,0.04931381,0.000091576,0.00002888175,0.0001184867,0.000284089,0.0002208899,0.02036561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01528705,"threshold_uncertainty_score":0.05114025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193544216931997,"score_gpt":0.2453412919096731,"score_spread":0.2334058497403531,"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."}}