{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"6c3ee1cbf896","filters":{"venue":"Cybernetics and Systems Analysis"}},"results":[{"id":"W2913465916","doi":"10.1007/s10559-019-00119-6","title":"Continuous Model for the Devastating Oscillation Dynamics of Local Forest Pest Populations in Canada*","year":2019,"lang":"en","type":"article","venue":"Cybernetics and Systems Analysis","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"PEST analysis; Oscillation (cell signaling); Geography; Dynamics (music); Environmental science; Ecology; Agroforestry; Biology; Physics","authors":[{"name":"A. Yu. Perevaryukha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0127474491036352,"gpt":0.2167702603216225,"spread":0.2040228112179873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006747738,0.0006171516,0.0007747665,0.0009413182,0.001406635,0.001816922,0.002801756,0.001614402,0.004540781],"category_scores_gemma":[0.003470046,0.0005669519,0.000652043,0.0009777774,0.001971299,0.0009161666,0.0009962826,0.00185337,0.0002714741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01233403,"about_ca_system_score_gemma":0.007884923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9268817,"about_ca_topic_score_gemma":0.8651274,"domain_scores_codex":[0.9997397,0.00003675354,0.000008205235,0.00005863595,0.00003616537,0.0001206011],"domain_scores_gemma":[0.9989882,0.0003913177,0.0001322388,0.00004372846,0.0002725779,0.0001719488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004957476,0.00002689866,0.005913021,0.00002051992,0.00003343796,0.0000775455,0.0001020846,0.9780279,0.0003403874,0.01220838,0.00137596,0.001824248],"study_design_scores_gemma":[0.00001042394,0.000005873178,0.001567865,0.00000358745,0.00001054967,0.00000784556,0.00003950663,0.9968473,0.00002087955,0.001178575,0.0002975023,0.00001005536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058592,0.0009723381,0.0658332,0.002700198,0.0001238512,0.00009519332,0.003064729,0.0003833036,0.02096806],"genre_scores_gemma":[0.9913964,0.0001662845,0.001413591,0.00007046174,0.00001688318,0.00003089551,0.0003264105,0.00002794434,0.006551163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07311827,"threshold_uncertainty_score":0.1470977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031689646","doi":"10.1007/s10559-005-0088-6","title":"Stability Analysis of Stochastic Dynamic Systems under Poisson Perturbations. I. General Analysis of Stability of Solutions of Stochastic Differential Equations under Poisson Perturbations","year":2005,"lang":"en","type":"article","venue":"Cybernetics and Systems Analysis","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Poisson distribution; Stability (learning theory); Mathematics; Nonlinear system; Stochastic differential equation; Exponential stability; Applied mathematics; Mean square; Lyapunov function; Differential equation; Mathematical analysis; Computer science; Statistics; Physics","authors":[{"name":"I. V. Darijtchuk","is_ca":false},{"name":"V. K. Jasynsky","is_ca":false},{"name":"E. V. Jasynsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03040674032789642,"gpt":0.2323477679909052,"spread":0.2019410276630088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001223832,0.000719401,0.0007330788,0.001103576,0.0004551686,0.001046395,0.000964372,0.0008908079,0.001570859],"category_scores_gemma":[0.00483814,0.0002645103,0.0009300241,0.0007057092,0.001719212,0.00141516,0.001744653,0.0009324232,0.0002164776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172085,"about_ca_system_score_gemma":0.0007429552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219952,"about_ca_topic_score_gemma":0.0007970219,"domain_scores_codex":[0.9994023,0.0001715916,0.00002861048,0.0001113793,0.0002104467,0.00007580381],"domain_scores_gemma":[0.998675,0.0005951372,0.000309006,0.00005326642,0.0002878759,0.0000796387],"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":[0.00007888243,0.00002596874,0.0009884209,0.0001840537,0.00009345196,0.0003182933,0.0002092707,0.4641157,0.01882173,0.501046,0.001470804,0.01264729],"study_design_scores_gemma":[0.00000622782,0.00003611662,0.000506839,0.00001238972,0.00001214101,0.00009211045,0.00003266164,0.8967468,0.001159433,0.1006103,0.0007666131,0.00001823969],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1299807,0.002711661,0.8495374,0.00139246,0.0002404231,0.00009464339,0.0002562683,0.0001890913,0.01559733],"genre_scores_gemma":[0.9788775,0.002461177,0.01071939,0.0002206763,0.0002989163,0.00009977137,0.0001558961,0.00005953179,0.00710708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003219952,"threshold_uncertainty_score":0.008504093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}