{"meta":{"query_hash":"14578a0ef42f","filters":{"venue":"Proceedings of ... IEEE International Conference on Fuzzy Systems"},"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/14578a0ef42f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+...+IEEE+International+Conference+on+Fuzzy+Systems"},"results":[{"id":"W2102025148","doi":"10.1109/fuzzy.2007.4295352","title":"Survey of Rough and Fuzzy Hybridization","year":2007,"lang":"en","type":"article","venue":"Proceedings of ... IEEE International Conference on Fuzzy Systems","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"Engineering and Physical Sciences Research Council","keywords":"Artificial intelligence; Computer science; Fuzzy logic; Machine learning; Rough set; Black box; Unsupervised learning; Cluster analysis; Artificial neural network; Soft computing; Data mining","score_opus":0.07412609710347873,"score_gpt":0.3005264057703712,"score_spread":0.22640030866689248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102025148","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":[0.009834316,0.40800378,0.3978905,0.0050008018,0.0013777502,0.00012644532,0.00027600882,0.00034900068,0.17714135],"genre_scores_gemma":[0.27936244,0.38093022,0.30002055,0.0036872036,0.005785669,0.00041916684,0.0007964888,0.00026915755,0.028729085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99702746,0.0008717463,0.00019545546,0.00045647734,0.0012819219,0.00016702081],"domain_scores_gemma":[0.9972916,0.0017330095,0.00014786076,0.00033054192,0.00042076042,0.00007613572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031439266,0.0009171553,0.0019283225,0.004226886,0.0016169917,0.0035920218,0.0019339223,0.001649919,0.005617095],"category_scores_gemma":[0.005844835,0.0008313432,0.0015341853,0.005072304,0.0033005897,0.005328168,0.0028492983,0.0021040146,0.0017573552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042740965,0.000056476536,0.00078504294,0.0015142191,0.0000831534,0.0001630025,0.00035927084,0.007737966,0.00051151897,0.7540465,0.008416221,0.22628401],"study_design_scores_gemma":[0.000014129678,0.00010521582,0.0009508948,0.00090945273,0.00006301914,0.00080538815,0.00034213217,0.017050657,0.00077498687,0.7149319,0.26396906,0.00008308719],"about_ca_topic_score_codex":0.0018364454,"about_ca_topic_score_gemma":0.0010905562,"teacher_disagreement_score":0.005617095,"about_ca_system_score_codex":0.0018530576,"about_ca_system_score_gemma":0.0014741396,"threshold_uncertainty_score":0.01879102},"labels":[],"label_agreement":null},{"id":"W2107212069","doi":"10.1109/fuzzy.2007.4295422","title":"Adaptive hyperlinks using page access sequences and minimum spanning trees","year":2007,"lang":"en","type":"article","venue":"Proceedings of ... IEEE International Conference on Fuzzy Systems","topic":"Web Data Mining and Analysis","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":"Saint Mary's University","funders":"","keywords":"Hyperlink; Computer science; Spanning tree; Minimum spanning tree; Web page; Computer network; World Wide Web; Combinatorics; Mathematics; Algorithm","score_opus":0.12824196688662032,"score_gpt":0.3407101067631872,"score_spread":0.21246813987656687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107212069","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":[0.070525214,0.00038801297,0.92654514,0.000098381344,0.000022470811,0.000078462705,0.000110066874,0.0005761089,0.0016561094],"genre_scores_gemma":[0.7333029,0.0004697828,0.2641268,0.000033682274,0.000054785618,0.00012781248,0.0003123353,0.000098020966,0.0014738137],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879324,0.00041076652,0.00008335206,0.00028017614,0.00036733574,0.00006517195],"domain_scores_gemma":[0.99585766,0.0024249724,0.00069333124,0.00033118788,0.00053147937,0.00016144643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012054686,0.0005094087,0.0008586694,0.004373821,0.00062569365,0.0012745733,0.0009750484,0.0009429667,0.0009821688],"category_scores_gemma":[0.010770876,0.0005279321,0.0009222404,0.0030412872,0.00085448887,0.003337286,0.00085506635,0.0005189419,0.0003178589],"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":[0.00019187936,0.00015952143,0.0067247814,0.00023926936,0.00017223557,0.00020229444,0.0005327101,0.7010639,0.006515877,0.05028557,0.0011055423,0.23280649],"study_design_scores_gemma":[0.000012496714,0.00006425371,0.0011643725,0.000016860648,0.000030977575,0.00010492749,0.000043553013,0.94790035,0.0012222371,0.048712146,0.000709059,0.000018722132],"about_ca_topic_score_codex":0.0025480848,"about_ca_topic_score_gemma":0.0023252778,"teacher_disagreement_score":0.004373821,"about_ca_system_score_codex":0.0006602574,"about_ca_system_score_gemma":0.0005022752,"threshold_uncertainty_score":0.006375253},"labels":[],"label_agreement":null},{"id":"W2167075585","doi":"10.1109/fuzzy.2007.4295670","title":"Image-to-X Registration using Linear Features","year":2007,"lang":"en","type":"article","venue":"Proceedings of ... IEEE International Conference on Fuzzy Systems","topic":"Automated Road and Building Extraction","field":"Engineering","cited_by":4,"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 Alberta","funders":"National Geospatial-Intelligence Agency; National Science Foundation","keywords":"Computer science; Matching (statistics); Artificial intelligence; Process (computing); Computer vision; Pixel; Image registration; Pattern recognition (psychology); Aerial image; Template matching; Image resolution; Image (mathematics); Mathematics","score_opus":0.041647394411970094,"score_gpt":0.30884242241120496,"score_spread":0.2671950279992349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167075585","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":[0.013708813,0.000058345104,0.9836246,0.000039137405,0.000021206415,0.000052775096,0.00006774815,0.0011272234,0.0013001686],"genre_scores_gemma":[0.26069686,0.00020577888,0.73536515,0.000041664225,0.000024537412,0.00013006586,0.00038846792,0.0002818179,0.0028656847],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993073,0.00010037302,0.000041465162,0.00023698156,0.00025972835,0.000054210737],"domain_scores_gemma":[0.99939847,0.00012269594,0.00010911929,0.000204444,0.00014903763,0.000016186777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005713699,0.000457969,0.00043263994,0.0012593175,0.0004035633,0.0011228075,0.00076589274,0.00055372465,0.0031929216],"category_scores_gemma":[0.0023988308,0.00041115552,0.0005602521,0.0013895518,0.0005703067,0.0015469394,0.0012062484,0.00048945664,0.0018348466],"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":[0.00044526655,0.000098300865,0.0028862616,0.00024580423,0.000101653386,0.00029290238,0.0004921507,0.11385748,0.1552427,0.013241012,0.0026462951,0.7104502],"study_design_scores_gemma":[0.000055921388,0.0004365056,0.008241993,0.00004905231,0.00006885641,0.0009741007,0.00030872904,0.7307868,0.21716422,0.018070338,0.023745608,0.00009789345],"about_ca_topic_score_codex":0.0017050739,"about_ca_topic_score_gemma":0.0012902588,"teacher_disagreement_score":0.0031929216,"about_ca_system_score_codex":0.0003408385,"about_ca_system_score_gemma":0.0005726435,"threshold_uncertainty_score":0.010681391},"labels":[],"label_agreement":null}]}