{"id":"W2010784085","doi":"10.1155/s1085337502204091","title":"An inverse problem for a nonlinear Schrödingerequation","year":2002,"lang":"en","type":"article","venue":"Abstract and Applied Analysis","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Algorithm; Computer science","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":[0.0002319891,0.0001617006,0.0003485998,0.0001259313,0.0001390034,0.0000584947,0.0001036568,0.00007216984,0.0001369649],"category_scores_gemma":[0.00003976727,0.0001432074,0.0001268913,0.0003806774,0.00004467029,0.0001874988,0.0000168936,0.00009782697,0.00002538995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001728084,"about_ca_system_score_gemma":0.000003939671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002859575,"about_ca_topic_score_gemma":0.00001874102,"domain_scores_codex":[0.9989895,0.000005902212,0.0003314824,0.0002921799,0.0001639187,0.0002170108],"domain_scores_gemma":[0.9990861,0.0002862723,0.0001829485,0.0002816473,0.00005417371,0.0001087959],"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":[0.00004003708,0.001666339,0.0001116683,0.0006875481,0.001605199,0.000001692049,0.002344548,0.003423189,0.02981432,0.9182636,0.0009730592,0.04106886],"study_design_scores_gemma":[0.0004519475,0.00004065828,0.00003398827,0.00001020607,0.001067195,3.939145e-7,0.0002227907,0.09359866,0.002188656,0.9018871,0.0002290121,0.0002694191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5840492,0.00004240553,0.3928412,0.000289363,0.00002051701,0.001377576,0.00005521993,0.0003579872,0.02096654],"genre_scores_gemma":[0.7952503,0.000008673555,0.2043863,0.00004767013,0.0000612192,0.00008896607,0.00003199492,0.00002221069,0.0001027048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2112011,"threshold_uncertainty_score":0.5839829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0598438847778757,"score_gpt":0.319938762488117,"score_spread":0.2600948777102413,"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."}}