{"meta":{"query_hash":"a629cdd2c6fa","filters":{"venue":"Journal of the KNST"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/a629cdd2c6fa","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+the+KNST"},"results":[{"id":"W4400663477","doi":"10.31818/jknst.2024.6.7.2.107","title":"Direction to Advance Methodologies for Future Space Domain Defense Strategy Development: A Focus on Modeling and Simulation Applications","year":2024,"lang":"en","type":"article","venue":"Journal of the KNST","topic":"Systems Engineering Methodologies and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Domain (mathematical analysis); Computer science; Space (punctuation); Systems engineering; Development (topology); Aerospace engineering; Engineering; Physics; Mathematics","score_opus":0.055671139993359695,"score_gpt":0.3290500250580134,"score_spread":0.2733788850646537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400663477","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029954178,0.0019303185,0.9666165,0.00051535835,0.00043317775,0.0002993343,0.0000045117754,0.000093722585,0.0001529174],"genre_scores_gemma":[0.69787365,0.000084195424,0.30148882,0.000009756144,0.00040231578,0.00008241046,3.6393672e-7,0.000020413643,0.000038104],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994865,0.000032691376,0.00022033832,0.00008563847,0.00007769879,0.000097097385],"domain_scores_gemma":[0.99934036,0.00043521944,0.000037660626,0.00011044681,0.00004697206,0.000029346349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005240225,0.000089617126,0.00012600677,0.00008562199,0.000084472864,0.000046512818,0.00009533268,0.000049912374,5.056381e-7],"category_scores_gemma":[0.000073531075,0.00006195876,0.000055112072,0.00018702277,0.0000059604745,0.00006652528,0.000014070968,0.00012668889,0.0000012453888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008511616,0.0000022237705,0.0000012044156,0.000065303044,0.000027361437,1.7739602e-7,0.00023394499,0.9447305,0.003601349,0.0030723223,0.000062832216,0.048194267],"study_design_scores_gemma":[0.00021896778,0.00006794005,0.00024049781,0.00032289096,0.00005256924,0.00005314444,0.0010668859,0.8646683,0.0045578885,0.034607828,0.093894005,0.0002490818],"about_ca_topic_score_codex":6.753661e-7,"about_ca_topic_score_gemma":0.0000024083254,"teacher_disagreement_score":0.66791946,"about_ca_system_score_codex":0.000078688936,"about_ca_system_score_gemma":0.000015804146,"threshold_uncertainty_score":0.25266048},"labels":[],"label_agreement":null}]}