{"meta":{"query_hash":"6d46dce87b1d","filters":{"venue":"2018 International Conference on Computing, Networking and Communications (ICNC)"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/6d46dce87b1d","api":"https://metacan.xera.ac/api/v1/cohort?venue=2018+International+Conference+on+Computing%2C+Networking+and+Communications+%28ICNC%29"},"results":[{"id":"W2808909680","doi":"10.1109/iccnc.2018.8390333","title":"Enhanced RWA Exact Solution with a New Lightpath Decomposition Algorithm","year":2018,"lang":"en","type":"article","venue":"2018 International Conference on Computing, Networking and Communications (ICNC)","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Routing and wavelength assignment; Computer science; Heuristic; Decomposition; Algorithm; Dimensioning; Simple (philosophy); Routing (electronic design automation); Provisioning; Mathematical optimization; Mathematics; Wavelength; Wavelength-division multiplexing; Computer network; Artificial intelligence","score_opus":0.033424107175491484,"score_gpt":0.29075468127238235,"score_spread":0.25733057409689086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808909680","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":[0.009164282,0.0002818929,0.9841607,0.00017169221,0.00010802622,0.00007271459,0.00013772983,0.00082444336,0.005078563],"genre_scores_gemma":[0.10631112,0.00023724664,0.88888645,0.00013497657,0.00008564557,0.0002015219,0.00054019183,0.0002294862,0.0033733896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992142,0.00020978937,0.000035560184,0.00014539502,0.00028051966,0.0001144554],"domain_scores_gemma":[0.99923706,0.00032931057,0.00006993836,0.00016297422,0.00014970826,0.000051019477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007922465,0.0010660747,0.0011349353,0.0009996955,0.000413167,0.0011986517,0.0013193677,0.001006241,0.0058197803],"category_scores_gemma":[0.0025453037,0.0005098153,0.0010540693,0.0012858277,0.00042394034,0.0015809353,0.0013551617,0.0017177099,0.0016774158],"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":[0.00016458241,0.00024130523,0.00045130067,0.00016305123,0.00006501336,0.00010220391,0.000065371845,0.7811819,0.0062456736,0.02257488,0.009351046,0.17939368],"study_design_scores_gemma":[0.00002042358,0.000014736277,0.0000368294,0.000005036587,0.0000048686934,0.000018171917,0.0000057249995,0.99413896,0.00039347043,0.003907185,0.0014509163,0.0000036269703],"about_ca_topic_score_codex":0.0031111683,"about_ca_topic_score_gemma":0.003452216,"teacher_disagreement_score":0.0058197803,"about_ca_system_score_codex":0.00063004135,"about_ca_system_score_gemma":0.0016870623,"threshold_uncertainty_score":0.019469082},"labels":[],"label_agreement":null},{"id":"W2809049503","doi":"10.1109/iccnc.2018.8390342","title":"A Flickering Reduction Scheme for Tone Mapped HDR Video","year":2018,"lang":"en","type":"article","venue":"2018 International Conference on Computing, Networking and Communications (ICNC)","topic":"Image Enhancement Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Telus (Canada); University of British Columbia","funders":"","keywords":"Flicker; Tone mapping; Computer vision; Computer science; Artificial intelligence; Ghosting; Brightness; Artifact (error); Noise (video); High dynamic range; Filter (signal processing); High-dynamic-range imaging; Tone (literature); Noise reduction; Computer graphics (images); Dynamic range; Image (mathematics)","score_opus":0.09174540967469165,"score_gpt":0.3658306294377614,"score_spread":0.27408521976306977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809049503","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048083026,0.00020234357,0.94967777,0.000055113553,0.000042794753,0.000092283044,0.000029151242,0.00073120283,0.0010863795],"genre_scores_gemma":[0.39332235,0.00040084522,0.6019538,0.0000982484,0.00006105485,0.00009967316,0.00011862744,0.000110349814,0.0038350585],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975806,0.000030804385,0.000016164735,0.000056982415,0.00011561924,0.000022384651],"domain_scores_gemma":[0.99960476,0.00007410133,0.00005771975,0.000089632515,0.00013799293,0.000035851044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026331714,0.0004417883,0.0003647251,0.00070688274,0.00029104634,0.00043937925,0.0004965961,0.00029340948,0.0013820509],"category_scores_gemma":[0.000885729,0.00015661813,0.0003409292,0.00040029897,0.00030259724,0.00043060223,0.00037565324,0.00048651037,0.00047463502],"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":[0.00029399188,0.00010551438,0.0005632725,0.00014093393,0.00002397087,0.00017011295,0.00017588456,0.0081058815,0.5192083,0.002996079,0.00087302114,0.46734294],"study_design_scores_gemma":[0.000056144625,0.0010372952,0.0055036433,0.00003146612,0.00009617592,0.0015969067,0.00012297358,0.55933964,0.41986546,0.0022042661,0.010058601,0.000087337816],"about_ca_topic_score_codex":0.0009988063,"about_ca_topic_score_gemma":0.0013479565,"teacher_disagreement_score":0.0013820509,"about_ca_system_score_codex":0.00021946945,"about_ca_system_score_gemma":0.00029707036,"threshold_uncertainty_score":0.004623413},"labels":[],"label_agreement":null},{"id":"W2809445635","doi":"10.1109/iccnc.2018.8390394","title":"Robust Data Center Network Design Based on Space Division Multiplexing","year":2018,"lang":"en","type":"article","venue":"2018 International Conference on Computing, Networking and Communications (ICNC)","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Bottleneck; Multiplexing; Heuristic; Distributed computing; Data center; Statistical time division multiplexing; Cloud computing; Telecommunications network; Division (mathematics); Computer network; Telecommunications; Embedded system; Mathematics; Artificial intelligence","score_opus":0.17913559768946447,"score_gpt":0.3152687578422624,"score_spread":0.13613316015279792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809445635","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":[0.021067413,0.00024067478,0.974019,0.0001880635,0.00004945935,0.00008592826,0.00003930066,0.00022228,0.004087889],"genre_scores_gemma":[0.821006,0.0002611302,0.17674617,0.00010426919,0.00004649494,0.00013006158,0.000041527503,0.00006514939,0.0015992357],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993444,0.00017659142,0.000019764619,0.00013003772,0.0002184949,0.00011073859],"domain_scores_gemma":[0.999419,0.0001697305,0.00014817377,0.000048010384,0.00016775723,0.00004733796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009166897,0.0006702636,0.00058868114,0.00044593326,0.0004963595,0.00087268057,0.0010833194,0.0006032121,0.0014403174],"category_scores_gemma":[0.0014576439,0.00032746035,0.0003611348,0.00037557463,0.00064546865,0.00082534243,0.00075675186,0.0006343766,0.00020780996],"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":[0.00012542114,0.000056502413,0.00033499583,0.00009241953,0.00003499206,0.00008186347,0.000042287047,0.9164674,0.019935526,0.032487076,0.001169585,0.029171847],"study_design_scores_gemma":[0.000012522116,0.000069183676,0.00004646372,0.0000037490868,0.000008456654,0.000026397785,0.000007997334,0.99180484,0.003519143,0.0036707346,0.0008243218,0.000006194075],"about_ca_topic_score_codex":0.0011352191,"about_ca_topic_score_gemma":0.0011295156,"teacher_disagreement_score":0.0014403174,"about_ca_system_score_codex":0.0013399567,"about_ca_system_score_gemma":0.0011519695,"threshold_uncertainty_score":0.009722114},"labels":[],"label_agreement":null}]}