{"meta":{"query_hash":"8bfbe7938025","filters":{"venue":"International Conference on Pervasive Services"},"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/8bfbe7938025","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Conference+on+Pervasive+Services"},"results":[{"id":"W2163160678","doi":"10.1109/icps.2004.16","title":"Hybrid cache invalidation schemes in mobile environments","year":2004,"lang":"en","type":"article","venue":"International Conference on Pervasive Services","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":3,"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 Calgary","funders":"","keywords":"Computer science; Cache; Cache invalidation; Stateless protocol; Stateful firewall; Computer network; Cache algorithms; Broadcasting (networking); Smart Cache; Page cache; CPU cache; Network packet","score_opus":0.02810207447982097,"score_gpt":0.26497486962772043,"score_spread":0.23687279514789947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163160678","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":[0.40567943,0.003530393,0.5802412,0.0004443073,0.00013515167,0.0002754416,0.00024006075,0.0047151837,0.004738772],"genre_scores_gemma":[0.94610727,0.00029437902,0.0519034,0.00009045759,0.000052566767,0.00009251773,0.00016604063,0.000059199596,0.0012341528],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973189,0.0008726487,0.0002680217,0.00021485252,0.00092424144,0.0004013981],"domain_scores_gemma":[0.9889075,0.0031818645,0.0013816087,0.003968122,0.002174134,0.00038664375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00233273,0.00066545553,0.0010333079,0.00126512,0.0013295138,0.0014972542,0.0027144887,0.0013467701,0.0006809715],"category_scores_gemma":[0.0075182235,0.0005418035,0.00041187226,0.0021008023,0.00107923,0.0028396551,0.002017359,0.0008607391,0.00032926287],"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":[0.0037223292,0.0006635251,0.019738045,0.00071453245,0.00050087954,0.001883328,0.0022896177,0.40556514,0.0976669,0.053786203,0.008609521,0.40486],"study_design_scores_gemma":[0.0003411623,0.0008495924,0.0025208998,0.0000492557,0.00019007693,0.0013984853,0.00032466705,0.9229864,0.035431907,0.023382237,0.012367375,0.00015806862],"about_ca_topic_score_codex":0.003506908,"about_ca_topic_score_gemma":0.0031367377,"teacher_disagreement_score":0.003506908,"about_ca_system_score_codex":0.0011508759,"about_ca_system_score_gemma":0.0009516167,"threshold_uncertainty_score":0.012336791},"labels":[],"label_agreement":null},{"id":"W2169601079","doi":"10.1109/icps.2004.36","title":"Wireless smart implants dedicated to multichannel monitoring and microstimulation","year":2004,"lang":"en","type":"article","venue":"International Conference on Pervasive Services","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Microsystem; Microstimulation; Neural Prosthesis; Computer science; Electronic circuit; Wireless; Neuroprosthetics; Reliability (semiconductor); Neural engineering; Embedded system; Engineering; Electronic engineering; Electrical engineering; Power (physics); Biomedical engineering; Materials science; Telecommunications; Medicine; Artificial intelligence","score_opus":0.05928324404841739,"score_gpt":0.3173956464491616,"score_spread":0.2581124024007442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169601079","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":[0.028704848,0.13150758,0.77607876,0.0020313608,0.00546701,0.00021577258,0.00015106513,0.0013898521,0.054453705],"genre_scores_gemma":[0.33832029,0.13969992,0.3136165,0.0032954803,0.006941146,0.00053179456,0.00033050842,0.00048489386,0.19677946],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977416,0.000032806453,0.000012524837,0.00004647811,0.00010698609,0.000027015876],"domain_scores_gemma":[0.9998381,0.00006542107,0.000025088491,0.00001790861,0.000032971187,0.000020436968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022434385,0.0008867101,0.00040383538,0.0004917467,0.00016787044,0.00060593995,0.000617466,0.0011880787,0.0075549707],"category_scores_gemma":[0.00033177956,0.00029517204,0.00040872284,0.0003539815,0.00041505895,0.0008330906,0.0005563224,0.00059117225,0.0024133918],"study_design_candidate":"bench_or_experimental","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":[0.00023321372,0.00007759167,0.0005822695,0.0012988913,0.000053021577,0.00078434194,0.0001743673,0.0020456724,0.32726142,0.018387804,0.012557654,0.6365437],"study_design_scores_gemma":[0.00005852188,0.0011850133,0.0031212862,0.00028307605,0.00019602515,0.01324229,0.00012350566,0.012251965,0.21425006,0.014036289,0.7411581,0.00009390655],"about_ca_topic_score_codex":0.00009326574,"about_ca_topic_score_gemma":0.00020792254,"teacher_disagreement_score":0.0075549707,"about_ca_system_score_codex":0.00022865205,"about_ca_system_score_gemma":0.0001910706,"threshold_uncertainty_score":0.02527392},"labels":[],"label_agreement":null}]}