{"id":"W4313469277","doi":"","title":"The Squared Slacks Transformation in Nonlinear Programming","year":2012,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Transformation (genetics); Nonlinear system; Nonlinear programming; Mathematics; Mathematical optimization; Computer science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001528172,0.001056614,0.0007720477,0.00121891,0.0004944368,0.001546283,0.0006124942,0.0008546704,0.009931016],"category_scores_gemma":[0.006652267,0.0004488614,0.0005994962,0.001735646,0.002533678,0.002495491,0.001261437,0.003147882,0.001817028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103433,"about_ca_system_score_gemma":0.0007382266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195909,"about_ca_topic_score_gemma":0.0009499377,"domain_scores_codex":[0.9994304,0.0002909524,0.00002397223,0.0001017377,0.0001297519,0.00002317485],"domain_scores_gemma":[0.9985992,0.0008749251,0.0001028421,0.00009956872,0.0002309371,0.00009250798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007145511,0.00003845971,0.0002188368,0.0001364669,0.00002153655,0.00007068233,0.00008664162,0.02639423,0.001939522,0.8772717,0.01249235,0.08125808],"study_design_scores_gemma":[0.00001693039,0.00004143319,0.000249127,0.00003526272,0.000008362932,0.00005270535,0.00002368486,0.1664613,0.0007690956,0.8185353,0.01378981,0.00001697291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02162715,0.003529434,0.912717,0.003999666,0.00202558,0.00004001955,0.0001692657,0.0002642525,0.05562756],"genre_scores_gemma":[0.4946325,0.008839052,0.3111427,0.001569593,0.005524801,0.0003734338,0.0004828737,0.0009928317,0.1764423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009931016,"threshold_uncertainty_score":0.03322262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02437036221796934,"score_gpt":0.3116525940439928,"score_spread":0.2872822318260234,"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."}}