{"id":"W4389862485","doi":"10.4236/jamp.2023.1112240","title":"Inverse Differential Operators in Time and Space","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Mathematics and Physics","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Mathematics; Inverse function; Inverse; Operator (biology); Inverse problem; Differential operator; Differential equation; Function (biology); Formalism (music); Applied mathematics; Computer science; Mathematical analysis","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":[0.0001364451,0.00009198846,0.0002085717,0.00003773413,0.00004766515,0.00005293923,0.00007678581,0.00002125095,0.00002668535],"category_scores_gemma":[0.000001227076,0.0000760252,0.00003406165,0.0001644765,0.00002234376,0.00004322372,0.00005882007,0.0001237695,0.00001780339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000046142,"about_ca_system_score_gemma":0.00001838662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002319146,"about_ca_topic_score_gemma":2.765722e-7,"domain_scores_codex":[0.9994723,0.000002962879,0.0002224863,0.00007559753,0.0001172802,0.0001093589],"domain_scores_gemma":[0.9996318,0.00005047112,0.0001473937,0.00008015139,0.00002457813,0.0000656031],"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":[0.000007421729,0.0001629788,0.0001338344,0.00003309151,0.00004072955,0.000001249258,0.001068526,0.0000480128,0.01925721,0.9741063,0.0005039425,0.004636741],"study_design_scores_gemma":[0.0007496654,0.00003427691,0.0001994392,0.00005196179,0.00004283092,0.000001754403,0.0006863138,0.04232087,0.003513961,0.951762,0.0004794824,0.0001574765],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927489,0.000004521897,0.006175216,0.00007948159,0.00002423887,0.00009271062,0.00001027544,0.00000562204,0.0008590728],"genre_scores_gemma":[0.9970385,0.00002772283,0.002695356,0.00001287573,0.0001655446,0.000005526879,0.000004519402,0.00001432482,0.00003557932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04227285,"threshold_uncertainty_score":0.3100218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173492106147521,"score_gpt":0.2359701852856929,"score_spread":0.2242352642242177,"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."}}