{"id":"W4362725537","doi":"10.33140/jmtcm.02.02.03","title":"The Seven Millenium Problems &amp; AT Math","year":2023,"lang":"en","type":"article","venue":"Journal of Mathematical Techniques and Computational Mathematics","topic":"Mathematics and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Conjecture; Number theory; Foundation (evidence); Mathematics; Principal (computer security); Goldbach's conjecture; Mathematics education; Pareto principle; Calculus (dental); Computer science; Pure mathematics; History; Mathematical optimization; Archaeology","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":[0.002427628,0.0002972416,0.0005988407,0.0001867704,0.0005237713,0.0001620758,0.0005047909,0.000136552,0.00004767649],"category_scores_gemma":[0.0007061773,0.0001817187,0.000255969,0.0004313196,0.0002380268,0.0001120109,0.0003104686,0.000308886,0.000113205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007535296,"about_ca_system_score_gemma":0.0000630401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.375581e-7,"about_ca_topic_score_gemma":0.000001589871,"domain_scores_codex":[0.9969197,0.0000687427,0.001530452,0.0001938264,0.0009159004,0.0003713992],"domain_scores_gemma":[0.9937394,0.004219011,0.0009938,0.0004192656,0.0004424382,0.0001860565],"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":[0.00001468448,0.0003463912,0.000007050235,0.001129069,0.0001480968,0.00001563018,0.00182446,0.00005249495,0.0001838298,0.9321751,0.06108623,0.003016938],"study_design_scores_gemma":[0.0002435908,0.00008659859,0.000009826002,0.0003220236,0.00008877709,0.001076247,0.0003389212,0.01129263,0.000101261,0.9465063,0.03972881,0.0002050352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.473932,0.001055544,0.4776355,0.01709656,0.0003523137,0.003947803,0.00009166097,0.001489633,0.02439904],"genre_scores_gemma":[0.03278617,0.0008570568,0.9569889,0.00009173709,0.0003333979,0.0001880976,0.00001131589,0.0001391772,0.008604109],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4793535,"threshold_uncertainty_score":0.7410273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06214548481534446,"score_gpt":0.3404772321131133,"score_spread":0.2783317472977689,"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."}}