{"meta":{"query_hash":"6c3ee1cbf896","filters":{"venue":"Cybernetics and Systems Analysis"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/6c3ee1cbf896","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cybernetics+and+Systems+Analysis"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.030406740327896423,"score_gpt":0.2323477679909052,"score_spread":0.20194102766300878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031689646","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12998074,0.0027116614,0.84953743,0.00139246,0.00024042312,0.000094643394,0.00025626834,0.00018909128,0.015597333],"genre_scores_gemma":[0.9788775,0.0024611766,0.010719393,0.00022067629,0.00029891633,0.00009977137,0.00015589605,0.000059531794,0.0071070804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994023,0.00017159164,0.000028610475,0.00011137935,0.00021044671,0.000075803815],"domain_scores_gemma":[0.99867505,0.0005951372,0.00030900602,0.000053266416,0.00028787588,0.000079638696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012238323,0.000719401,0.0007330788,0.0011035764,0.00045516857,0.0010463952,0.000964372,0.00089080795,0.0015708588],"category_scores_gemma":[0.00483814,0.0002645103,0.0009300241,0.00070570916,0.0017192119,0.0014151603,0.001744653,0.0009324232,0.00021647758],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007888243,0.000025968744,0.0009884209,0.00018405372,0.000093451956,0.0003182933,0.00020927066,0.46411574,0.018821733,0.501046,0.0014708037,0.012647285],"study_design_scores_gemma":[0.00000622782,0.000036116617,0.000506839,0.000012389716,0.000012141007,0.00009211045,0.000032661643,0.8967468,0.0011594326,0.10061032,0.00076661306,0.000018239687],"about_ca_topic_score_codex":0.003219952,"about_ca_topic_score_gemma":0.0007970219,"teacher_disagreement_score":0.003219952,"about_ca_system_score_codex":0.0011720854,"about_ca_system_score_gemma":0.0007429552,"threshold_uncertainty_score":0.008504093},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"PEST analysis; Oscillation (cell signaling); Geography; Dynamics (music); Environmental science; Ecology; Agroforestry; Biology; Physics","score_opus":0.012747449103635202,"score_gpt":0.21677026032162247,"score_spread":0.20402281121798727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913465916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90585923,0.00097233814,0.065833196,0.0027001975,0.0001238512,0.00009519332,0.0030647288,0.0003833036,0.020968061],"genre_scores_gemma":[0.99139637,0.00016628446,0.0014135912,0.00007046174,0.00001688318,0.00003089551,0.00032641046,0.000027944337,0.0065511633],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997397,0.00003675354,0.000008205235,0.00005863595,0.00003616537,0.000120601144],"domain_scores_gemma":[0.9989882,0.0003913177,0.0001322388,0.00004372846,0.00027257795,0.00017194884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006747738,0.00061715156,0.0007747665,0.0009413182,0.0014066349,0.0018169224,0.0028017557,0.0016144017,0.0045407806],"category_scores_gemma":[0.0034700457,0.00056695193,0.000652043,0.0009777774,0.0019712988,0.00091616664,0.0009962826,0.00185337,0.0002714741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049574763,0.000026898662,0.005913021,0.00002051992,0.00003343796,0.0000775455,0.00010208457,0.97802794,0.00034038737,0.0122083835,0.0013759597,0.0018242478],"study_design_scores_gemma":[0.000010423943,0.0000058731785,0.0015678653,0.0000035874502,0.000010549675,0.00000784556,0.000039506627,0.99684733,0.000020879552,0.0011785754,0.00029750227,0.000010055363],"about_ca_topic_score_codex":0.92688173,"about_ca_topic_score_gemma":0.86512744,"teacher_disagreement_score":0.07311827,"about_ca_system_score_codex":0.012334026,"about_ca_system_score_gemma":0.007884923,"threshold_uncertainty_score":0.1470977},"labels":[],"label_agreement":null}]}