{"id":"W7095865802","doi":"","title":"Example Problems and Software Extensions to accompany Nonlinear Parameter Estimation Methods: an Integrated System in BASIC","year":2008,"lang":"en","type":"article","venue":"","topic":"Control Systems and Identification","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Work (physics); Software; Code (set theory); Source code; Control (management)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001674995,0.001284654,0.0005647514,0.001082505,0.0007611763,0.001275268,0.002136915,0.001819995,0.06194411],"category_scores_gemma":[0.009904113,0.0006770555,0.0009615793,0.001160127,0.0006571268,0.002049241,0.002100541,0.001691706,0.01599607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005049978,"about_ca_system_score_gemma":0.0008265313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002481332,"about_ca_topic_score_gemma":0.005123396,"domain_scores_codex":[0.9991203,0.0003333193,0.00007575591,0.0001063634,0.0003087928,0.00005540455],"domain_scores_gemma":[0.9967021,0.002246768,0.00009590876,0.0003850819,0.0004999347,0.0000701897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005214422,0.0004588927,0.001978125,0.001080746,0.00006852276,0.0009044526,0.0007753092,0.07080606,0.008821321,0.1785859,0.1731563,0.562843],"study_design_scores_gemma":[0.0002117088,0.0001998319,0.001013196,0.0003042815,0.00004968614,0.001144892,0.0001921096,0.545512,0.01183532,0.1247287,0.3147219,0.00008645673],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00384496,0.0003001027,0.9676085,0.00076185,0.0001537199,0.0001406163,0.0007090186,0.009697571,0.01678365],"genre_scores_gemma":[0.03445129,0.0005059886,0.9396438,0.0002536208,0.00008469097,0.0004092988,0.001107683,0.002186868,0.02135679],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06194411,"threshold_uncertainty_score":0.2072237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490981812677577,"score_gpt":0.2708569248565085,"score_spread":0.2259471067297327,"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."}}