{"id":"W2640787070","doi":"10.4153/cmb-2017-037-1","title":"Classification of Solutions for Harmonic Functions With Neumann Boundary Value","year":2017,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Neumann boundary condition; Boundary value problem; Boundary values; Harmonic function; Pure mathematics; Von Neumann architecture; Value (mathematics); Mathematical analysis; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007235201,0.0002706353,0.0005072848,0.0001234359,0.001208886,0.0001757315,0.0006776818,0.0001522607,0.002263837],"category_scores_gemma":[0.002728298,0.0002302929,0.0002047861,0.00008686661,0.0007674721,0.0001035631,0.00005984188,0.000239838,0.001197765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238809,"about_ca_system_score_gemma":0.0003829678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002076691,"about_ca_topic_score_gemma":0.0009002694,"domain_scores_codex":[0.9980193,0.00006061295,0.0005513973,0.000350271,0.0003015094,0.000716876],"domain_scores_gemma":[0.9963101,0.001155244,0.0003897144,0.001442005,0.0002483681,0.0004545237],"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":[0.00001830465,0.0001606505,0.00002569661,0.0003358446,0.00008189773,0.000002980637,0.0001304512,0.00000318413,0.0003262396,0.984745,0.01391993,0.000249802],"study_design_scores_gemma":[0.0004969558,0.000142612,0.0005133716,0.0002431274,0.0001937043,0.00001919628,0.0002849725,0.001215747,0.0002539175,0.9866932,0.009652979,0.0002902001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3439262,0.0001030938,0.3903604,0.03592964,0.0004997468,0.004954949,0.000521422,0.0003929403,0.2233116],"genre_scores_gemma":[0.9665408,0.000002231242,0.02973015,0.0001239911,0.0001434449,0.0003025901,0.00001748363,0.00008997145,0.003049389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6226146,"threshold_uncertainty_score":0.9995799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07788369474349892,"score_gpt":0.3070026334632104,"score_spread":0.2291189387197115,"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."}}