{"meta":{"query_hash":"bf6a3ce1d78d","filters":{"venue":"Journal of the Korea Society of Systems Engineering"},"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/bf6a3ce1d78d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+the+Korea+Society+of+Systems+Engineering"},"results":[{"id":"W2328291661","doi":"10.14248/jkosse.2014.10.1.049","title":"Development of a Safety Assessment System on Aging Management in Existing CANDU Steam Generators","year":2014,"lang":"en","type":"article","venue":"Journal of the Korea Society of Systems Engineering","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","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":"Reliability engineering; Nuclear power plant; Boiler (water heating); Nuclear engineering; System safety; Environmental science; Engineering; Waste management; Nuclear physics; Physics","score_opus":0.015733566533646423,"score_gpt":0.2388711523716302,"score_spread":0.22313758583798377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328291661","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":[0.09198424,0.00022460104,0.890799,0.00023441284,0.000063778585,0.0007010338,0.0003945672,0.008960584,0.0066377767],"genre_scores_gemma":[0.61994874,0.00026864355,0.3739106,0.00009496151,0.000050429255,0.000569906,0.0009066465,0.00017430155,0.004075853],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987557,0.00030107299,0.00017521367,0.00026538654,0.0004315535,0.00007097613],"domain_scores_gemma":[0.9976615,0.0002792684,0.00028462466,0.00021850129,0.0014567899,0.00009934941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002151252,0.0009209688,0.00059840723,0.0021680933,0.0009933903,0.0010739492,0.0012303957,0.00075895566,0.0017261731],"category_scores_gemma":[0.0033350806,0.00027939785,0.00038968484,0.00067425764,0.00042270508,0.002079372,0.0010190377,0.00041922566,0.0006380919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000770755,0.0003713791,0.0387037,0.00045794906,0.00007938889,0.0005041842,0.0010550547,0.112897195,0.08965096,0.0103191305,0.008180734,0.7370097],"study_design_scores_gemma":[0.00009479995,0.00044534574,0.018154006,0.00008504104,0.00015556467,0.00035297713,0.00041743438,0.8489925,0.1077504,0.0062765647,0.017154764,0.00012053319],"about_ca_topic_score_codex":0.0039625075,"about_ca_topic_score_gemma":0.0033110739,"teacher_disagreement_score":0.0039625075,"about_ca_system_score_codex":0.0010926155,"about_ca_system_score_gemma":0.0016375515,"threshold_uncertainty_score":0.011377037},"labels":[],"label_agreement":null},{"id":"W2606440416","doi":"10.14248/jkosse.2016.12.2.047","title":"Review of Studies on V-METRIC Related Models","year":2016,"lang":"en","type":"article","venue":"Journal of the Korea Society of Systems Engineering","topic":"Reliability and Maintenance Optimization","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":"Metric (unit); Operations research; Computer science; Inventory theory; Operations management; Reliability engineering; Inventory control; Engineering","score_opus":0.01671215736666305,"score_gpt":0.21804066286813534,"score_spread":0.2013285055014723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606440416","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00668915,0.67413056,0.2483551,0.0036501877,0.0016998303,0.000095462834,0.0010292518,0.00045126423,0.06389919],"genre_scores_gemma":[0.12663813,0.7872696,0.068735614,0.0010490922,0.002227971,0.0001943218,0.0017411829,0.00025649206,0.011887539],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99928004,0.00024178435,0.00006476791,0.0001232786,0.00023620458,0.0000538922],"domain_scores_gemma":[0.99726176,0.0018806449,0.00019312905,0.00012630297,0.0004934207,0.000044710465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014325414,0.0014477136,0.0013583396,0.0023209895,0.0004994796,0.002424763,0.002647879,0.0012519177,0.00709076],"category_scores_gemma":[0.0050999876,0.0006577088,0.0014810615,0.0050021755,0.00056310295,0.002836001,0.0008927517,0.0013884195,0.0020830035],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008670173,0.00017533902,0.0022231967,0.005621558,0.0002960202,0.0003009986,0.00016189214,0.18514384,0.000618446,0.28169405,0.05601052,0.46766734],"study_design_scores_gemma":[0.00002494974,0.00016721344,0.0017819514,0.003722327,0.00031406627,0.0006632406,0.00033603545,0.34708497,0.0006698202,0.19283915,0.45226133,0.00013506223],"about_ca_topic_score_codex":0.007632344,"about_ca_topic_score_gemma":0.0044382275,"teacher_disagreement_score":0.007632344,"about_ca_system_score_codex":0.0014012707,"about_ca_system_score_gemma":0.0017252621,"threshold_uncertainty_score":0.02372092},"labels":[],"label_agreement":null}]}