{"id":"W1970543634","doi":"10.1063/1.3561494","title":"Inversion of two-dimensional potentials from frequency-resolved spectroscopic data","year":2011,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Cold Atom Physics and Bose-Einstein Condensates","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Excited state; Maxima and minima; Dipole; Atomic physics; Ground state; Physics; Molecular physics; Chemistry; Geology; Quantum mechanics; Mathematics","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":[0.0002026874,0.0001556171,0.0003391673,0.0000168675,0.00004520385,0.00001292813,0.0008641393,0.00002721924,0.0004337673],"category_scores_gemma":[0.00000749834,0.0001040696,0.0001518058,0.0001171785,0.0001403568,0.0002465638,0.0003103352,0.0002914787,0.00001578173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001538771,"about_ca_system_score_gemma":0.00009926267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003939553,"about_ca_topic_score_gemma":6.471923e-7,"domain_scores_codex":[0.9988371,0.00005654388,0.0004448832,0.0001364971,0.0003508859,0.0001740496],"domain_scores_gemma":[0.9984919,0.0001723719,0.0005570804,0.0005468969,0.0001495837,0.00008210904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006569519,0.0002653797,0.001919869,0.000004979362,0.0002304052,0.000001594364,0.0002551536,0.00001416683,0.9897224,0.004269962,0.0007995912,0.002450853],"study_design_scores_gemma":[0.0005992649,0.00003893895,0.0001534461,0.00005808492,0.0001796778,5.428407e-7,0.00004253229,0.0005074349,0.7219865,0.2763201,0.00001689401,0.00009656434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997097,0.0001183868,0.00119987,0.00008122475,0.0001665919,0.00006640266,0.00008178908,0.000004671105,0.001184033],"genre_scores_gemma":[0.9972275,0.000002787105,0.001744569,0.00004887263,0.000908716,3.387573e-7,0.00004123065,0.00001459181,0.00001140779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2720501,"threshold_uncertainty_score":0.4749448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04039709431732567,"score_gpt":0.2588586446663573,"score_spread":0.2184615503490316,"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."}}