{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ea49adcc2471","filters":{"venue":"Mathematica Applicata"}},"results":[{"id":"W2394216847","doi":"","title":"Some Characterizations of Locally Lipschitz Pseudolinear Functions","year":2005,"lang":"en","type":"article","venue":"Mathematica Applicata","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Lipschitz continuity; Mathematics; Banach space; Function (biology); Mathematical optimization; Pure mathematics; Applied mathematics","authors":[{"name":"Zhichun Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0129487692122405,"gpt":0.2337776894249389,"spread":0.2208289202126984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001508462,0.001121857,0.0008098339,0.00210234,0.0006649253,0.002242055,0.0009333262,0.001205081,0.004269522],"category_scores_gemma":[0.00487393,0.0004993646,0.001070638,0.00113607,0.001507001,0.005457002,0.001760755,0.003301026,0.0005118967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294832,"about_ca_system_score_gemma":0.0005928769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004900057,"about_ca_topic_score_gemma":0.0002352082,"domain_scores_codex":[0.99902,0.0002994207,0.00007125864,0.0002038719,0.0002985513,0.0001069668],"domain_scores_gemma":[0.9978755,0.0008681559,0.0002886264,0.0001438346,0.0006017978,0.0002222315],"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":[0.00006439511,0.00004146337,0.0008892864,0.0002829181,0.00004154086,0.0003488227,0.0006145578,0.02387641,0.01212352,0.9365613,0.002601502,0.02255432],"study_design_scores_gemma":[0.00001855614,0.0001878775,0.001390299,0.0001001529,0.0000394698,0.0005263822,0.0004196681,0.3038769,0.007383923,0.6756691,0.01032475,0.00006284637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1427674,0.003623699,0.811272,0.002562586,0.0002277576,0.0001140797,0.0004126545,0.0003111483,0.03870877],"genre_scores_gemma":[0.9265177,0.003793832,0.04642623,0.0007356924,0.0004938553,0.0003496964,0.0005938025,0.0002810621,0.02080814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004269522,"threshold_uncertainty_score":0.01428294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2393392126","doi":"","title":"Convergence Analysis of General Decomposition Algorithm for Solving General Constrained Variational Inequality Problems","year":2006,"lang":"en","type":"article","venue":"Mathematica Applicata","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Variational inequality; Augmented Lagrangian method; Mathematics; Convergence (economics); Duality (order theory); Lagrangian; Decomposition; Lagrangian relaxation; Applied mathematics; Mathematical optimization; Decomposition method (queueing theory); Pure mathematics; Discrete mathematics","authors":[{"name":"Zhichun Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01709813799025979,"gpt":0.2776029922702029,"spread":0.2605048542799431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004072127,0.001172805,0.001472385,0.001019961,0.0005095488,0.001103963,0.001368839,0.001568679,0.002682952],"category_scores_gemma":[0.00668685,0.000535931,0.001099657,0.0007868393,0.001119083,0.001547556,0.002186361,0.002122207,0.0004779454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009110625,"about_ca_system_score_gemma":0.001707893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792625,"about_ca_topic_score_gemma":0.002498514,"domain_scores_codex":[0.9988692,0.000564686,0.00004363111,0.0001516568,0.0002604422,0.0001103574],"domain_scores_gemma":[0.9982102,0.0009689134,0.0001192818,0.0001509189,0.0004405674,0.0001101931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001917469,0.0001117654,0.001423032,0.0002249797,0.0001230579,0.0001109459,0.000151964,0.8016715,0.003256424,0.1169905,0.002489586,0.07325454],"study_design_scores_gemma":[0.000008086942,0.00001785208,0.00004805108,0.000006456014,0.000003320518,0.00001194228,0.000006563775,0.9936697,0.0001731662,0.005709792,0.0003423401,0.000002779926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008020364,0.0001952774,0.989939,0.00009980322,0.00004097674,0.00003785279,0.0000176464,0.00006876293,0.00158035],"genre_scores_gemma":[0.2701679,0.0004953088,0.7244619,0.0001857913,0.00009132081,0.0004319847,0.0002722841,0.0002092038,0.003684468],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004072127,"threshold_uncertainty_score":0.02153575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2389884153","doi":"","title":"Symplectic Mapping and Hamiltonian Control Systems","year":2005,"lang":"en","type":"article","venue":"Mathematica Applicata","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Symplectomorphism; Symplectic geometry; Hamiltonian system; Mathematics; Hamiltonian (control theory); Observability; Pure mathematics; Moment map; Affine transformation; Mathematical analysis; Applied mathematics; Mathematical optimization","authors":[{"name":"Jian Kang","is_ca":false},{"name":"Pmc Key","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03421257546200534,"gpt":0.2759198681203821,"spread":0.2417072926583767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003145609,0.0002504959,0.0001818787,0.0004536144,0.0003702426,0.0007770609,0.0002195015,0.0004120918,0.002997484],"category_scores_gemma":[0.0009484216,0.00007850659,0.0001794578,0.0002731736,0.001766756,0.001374252,0.0009811737,0.0005965814,0.0001446373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000393072,"about_ca_system_score_gemma":0.0002278442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003670639,"about_ca_topic_score_gemma":0.0002015017,"domain_scores_codex":[0.9996648,0.00009693149,0.00001790448,0.00009761321,0.00008302351,0.00003968401],"domain_scores_gemma":[0.999756,0.0000778425,0.00005348409,0.0000364566,0.00004224275,0.00003393928],"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":[0.000009069543,0.000007778743,0.0001488576,0.00001597098,0.000003816092,0.00007360128,0.0001693221,0.002430833,0.001743024,0.989446,0.0002176709,0.005734036],"study_design_scores_gemma":[0.000009526435,0.00004484296,0.0005316843,0.000008798303,0.000004535314,0.0001214895,0.0001455784,0.02153581,0.0008680816,0.9716484,0.005074081,0.000007228375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5979171,0.001767392,0.2968737,0.001788588,0.0001804123,0.00006731453,0.0001162786,0.000190187,0.101099],"genre_scores_gemma":[0.988844,0.000290429,0.005935953,0.00007345521,0.0000554081,0.00002278081,0.00004990271,0.000008620618,0.004719511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002997484,"threshold_uncertainty_score":0.01002759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}