{"meta":{"query_hash":"fa00a288987d","filters":{"venue":"World Congress on 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/fa00a288987d","api":"https://metacan.xera.ac/api/v1/cohort?venue=World+Congress+on+Engineering"},"results":[{"id":"W2426181421","doi":"","title":"Spatial disorder of soliton solutions for 2D nonlinear Schrödinger lattices","year":2011,"lang":"en","type":"article","venue":"World Congress on Engineering","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Soliton; Nonlinear system; Lattice (music); Amplitude; Physics; Mathematical physics; Mathematics; Mathematical analysis; Quantum mechanics","score_opus":0.023305712092008418,"score_gpt":0.24191317760640865,"score_spread":0.21860746551440025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2426181421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8076018,0.0006062169,0.13318025,0.0001689245,0.011637386,0.0029826807,0.0010159881,0.00054630474,0.04226045],"genre_scores_gemma":[0.99362,6.663056e-7,0.0047076754,0.0000050260924,0.00073773693,0.00008637515,0.00002227836,0.000038591646,0.00078168075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991356,0.000009150353,0.0002522335,0.00018150799,0.00010506754,0.00031642744],"domain_scores_gemma":[0.99944526,0.00008806443,0.00010039273,0.00024383377,0.00006383534,0.00005861208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012123911,0.00015220686,0.00021849107,0.00013023477,0.000049159265,0.000014599895,0.00016076518,0.000025709021,0.00018815477],"category_scores_gemma":[0.0000101410205,0.00015049188,0.00011289143,0.000120068406,0.000024530314,0.000075752476,0.000041986445,0.000106931206,0.000014371187],"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":[0.0006944898,0.0043313894,0.21222043,0.0019931898,0.0035791188,0.000014008203,0.0053684236,0.07082193,0.03186553,0.49519575,0.002314589,0.17160115],"study_design_scores_gemma":[0.00318027,0.00026339397,0.0054113306,0.000803097,0.00018896011,0.0000012883424,0.0003488945,0.7053338,0.10758395,0.00039992502,0.17533676,0.0011483199],"about_ca_topic_score_codex":0.00039574655,"about_ca_topic_score_gemma":0.00006519206,"teacher_disagreement_score":0.6345119,"about_ca_system_score_codex":0.000014093687,"about_ca_system_score_gemma":0.000025588939,"threshold_uncertainty_score":0.61368805},"labels":[],"label_agreement":null},{"id":"W2598769382","doi":"","title":"Developing a Scalable, Cross-Facility-Based Therapeutic Decision Reminder Engine","year":2016,"lang":"en","type":"article","venue":"World Congress on Engineering","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Scalability; Computer science; Database","score_opus":0.05619009972102048,"score_gpt":0.4012662034741986,"score_spread":0.34507610375317815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598769382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48785827,0.0014822151,0.4750236,0.007335282,0.019007828,0.0035541228,0.000101745354,0.0022345204,0.0034024287],"genre_scores_gemma":[0.98680115,0.000032569755,0.0031075808,0.0012679241,0.00036090228,0.00044243026,0.0000075169246,0.00009080311,0.007889118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99628,0.00022061984,0.0009976409,0.0005858657,0.00049396773,0.0014218941],"domain_scores_gemma":[0.994975,0.0035291337,0.0002078494,0.00074968615,0.0002437433,0.00029462593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016111211,0.00038241086,0.0005118907,0.00050669245,0.00042679854,0.00002624163,0.00037992306,0.0002503211,0.0005138383],"category_scores_gemma":[0.00060269755,0.00027515856,0.000096882985,0.00064705836,0.0000410484,0.00016572302,0.000069356814,0.0008128349,0.00089640176],"study_design_candidate":"not_applicable","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":[0.0015690567,0.00027258918,0.2929463,0.0053133694,0.00041522694,0.00013623066,0.0006801531,0.018835807,0.015083759,0.05309512,0.009149908,0.60250247],"study_design_scores_gemma":[0.007092669,0.00020651925,0.053843252,0.011681043,0.000028306238,0.0000070639326,0.000038827806,0.018988768,0.007088619,0.0005062912,0.89907795,0.0014406694],"about_ca_topic_score_codex":0.000038144568,"about_ca_topic_score_gemma":0.00020246777,"teacher_disagreement_score":0.88992804,"about_ca_system_score_codex":0.0015079102,"about_ca_system_score_gemma":0.0008069066,"threshold_uncertainty_score":0.9999701},"labels":[],"label_agreement":null}]}