{"meta":{"query_hash":"06eb6614372d","filters":{"venue":"2010 International Conference on Advanced Intelligence and Awareness Internet (AIAI 2010)"},"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/06eb6614372d","api":"https://metacan.xera.ac/api/v1/cohort?venue=2010+International+Conference+on+Advanced+Intelligence+and+Awareness+Internet+%28AIAI+2010%29"},"results":[{"id":"W2092735822","doi":"10.1049/cp.2010.0728","title":"Distributed routing based on improved ant colony algorithm in multi-domain WSON","year":2010,"lang":"en","type":"article","venue":"2010 International Conference on Advanced Intelligence and Awareness Internet (AIAI 2010)","topic":"Advanced Optical Network Technologies","field":"Engineering","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":"Ministry of Transportation of Ontario","funders":"","keywords":"Ant colony optimization algorithms; Computer science; Ant colony; Routing (electronic design automation); Domain (mathematical analysis); Distributed computing; Algorithm; Computer network; Mathematics","score_opus":0.033571249685978695,"score_gpt":0.2941863845577397,"score_spread":0.260615134871761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092735822","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13792582,0.000037797516,0.8551214,0.00050538406,0.004024401,0.00046627384,0.00022015892,0.0005206815,0.0011781008],"genre_scores_gemma":[0.93472064,0.00021576675,0.064094014,0.00016817403,0.00008969014,0.00015293932,0.0001546589,0.00005513954,0.00034896962],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976834,0.00003097346,0.00063193863,0.0007134404,0.0003298041,0.0006104408],"domain_scores_gemma":[0.99877435,0.00026728233,0.00014418268,0.00043932,0.0002177002,0.00015716477],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022979845,0.0005213865,0.0004318754,0.00033164542,0.000072233255,0.00013962568,0.000809531,0.00035836681,0.00034340893],"category_scores_gemma":[0.00034146107,0.0004938561,0.00008687492,0.0002582691,0.00031088406,0.00035633802,0.00016065723,0.001432975,0.00009842384],"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":[0.0006931082,0.0010065712,0.007538329,0.0000996835,0.0001490625,0.00023326905,0.00038001043,0.097678885,0.0627279,0.07225903,0.0004562088,0.75677794],"study_design_scores_gemma":[0.0005951282,0.00022612912,0.0017186727,0.0003289665,0.000005393043,0.000009802015,0.00027158606,0.9717068,0.020143794,0.0031536806,0.0012689923,0.0005710355],"about_ca_topic_score_codex":0.00006839371,"about_ca_topic_score_gemma":0.00045332906,"teacher_disagreement_score":0.8740279,"about_ca_system_score_codex":0.00017271577,"about_ca_system_score_gemma":0.000045364315,"threshold_uncertainty_score":0.9997513},"labels":[],"label_agreement":null}]}