{"meta":{"query_hash":"6c2b2ff024c2","filters":{"venue":"Proceedings of the 2000 National Technical Meeting of The Institute of Navigation"},"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/6c2b2ff024c2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+the+2000+National+Technical+Meeting+of+The+Institute+of+Navigation"},"results":[{"id":"W2152914122","doi":"","title":"Analysis of Multiple GPS Antennas for Multipath Mitigation in Vehicular Navigation","year":2000,"lang":"en","type":"article","venue":"Proceedings of the 2000 National Technical Meeting of The Institute of Navigation","topic":"GNSS positioning and interference","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multipath propagation; Multipath mitigation; Global Positioning System; Computer science; Remote sensing; Satellite; Reliability (semiconductor); Antenna (radio); Visibility; Geography; GNSS applications; Telecommunications; Engineering; Meteorology; Aerospace engineering; Physics","score_opus":0.012350606706323436,"score_gpt":0.24492644781643133,"score_spread":0.2325758411101079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152914122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75175387,0.0005466556,0.24532577,0.0000830739,0.000026624175,0.000026386948,0.00007617316,0.00031924283,0.0018421394],"genre_scores_gemma":[0.99010134,0.00010496029,0.009407158,0.0000067678357,0.0000087360495,0.0000084924195,0.00004123516,0.0000130263625,0.0003083466],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994134,0.00018596397,0.000012337545,0.000055623277,0.00026028385,0.000072350485],"domain_scores_gemma":[0.9973558,0.0015559715,0.00031512222,0.00019393465,0.0005337427,0.000045514185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048292245,0.00048515745,0.000387302,0.00062491326,0.00018601777,0.000308855,0.00035048035,0.00034536034,0.000497886],"category_scores_gemma":[0.0032046775,0.00031594074,0.0003470767,0.00062516285,0.000249066,0.00031002326,0.00022788029,0.00026835513,0.00020854539],"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":[0.0009958645,0.00006794552,0.04990762,0.00018134812,0.00018562496,0.0007478492,0.00023355751,0.70977014,0.10165495,0.0029834863,0.00040882634,0.13286276],"study_design_scores_gemma":[0.000026121064,0.0008938218,0.04102169,0.000030487137,0.00016433997,0.0008460146,0.00013144978,0.9169817,0.037705936,0.0011738254,0.0009766436,0.000048003043],"about_ca_topic_score_codex":0.0023728714,"about_ca_topic_score_gemma":0.0019680948,"teacher_disagreement_score":0.0023728714,"about_ca_system_score_codex":0.00040342694,"about_ca_system_score_gemma":0.00037786964,"threshold_uncertainty_score":0.004718125},"labels":[],"label_agreement":null},{"id":"W2199666664","doi":"","title":"Performance of Network RTK Using Fixed and Float Ambiguities","year":2000,"lang":"en","type":"article","venue":"Proceedings of the 2000 National Technical Meeting of The Institute of Navigation","topic":"GNSS positioning and interference","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Float (project management); Global Positioning System; Differential GPS; Precise Point Positioning; Computer science; Real Time Kinematic; Differential (mechanical device); Real-time computing; Integer (computer science); Kinematics; Remote sensing; GNSS applications; Telecommunications; Geography; Engineering; Marine engineering","score_opus":0.01316299077381265,"score_gpt":0.22052905023932057,"score_spread":0.20736605946550793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199666664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96891856,0.0003673064,0.022943452,0.00009418111,0.000052246796,0.000038163453,0.00049838726,0.0013230315,0.0057647964],"genre_scores_gemma":[0.9918548,0.00010608318,0.006373474,0.000010994918,0.0000101442665,0.000011298458,0.0006899799,0.00006875934,0.0008744814],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858814,0.00026231422,0.000099498895,0.00039373297,0.00044964303,0.00020664147],"domain_scores_gemma":[0.9972819,0.0010784046,0.0003519031,0.00044550208,0.00075072836,0.00009151903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013868429,0.0005589267,0.000564029,0.0007816353,0.00043371358,0.0013405962,0.0006699249,0.0005290529,0.0014423365],"category_scores_gemma":[0.008612441,0.00021144238,0.00020793405,0.0012270163,0.00049466477,0.0016828456,0.0008759496,0.00037922652,0.0006707937],"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":[0.0021315012,0.00014618381,0.054167494,0.0003246748,0.00025097182,0.00032343893,0.00080321776,0.6791214,0.032409523,0.0015341899,0.0013139121,0.22747351],"study_design_scores_gemma":[0.00012176376,0.0007760593,0.064998575,0.0000491167,0.00016209063,0.0004157055,0.0005690776,0.8749064,0.052775238,0.0008248579,0.004283684,0.000117405456],"about_ca_topic_score_codex":0.020636894,"about_ca_topic_score_gemma":0.010034093,"teacher_disagreement_score":0.020636894,"about_ca_system_score_codex":0.0010892776,"about_ca_system_score_gemma":0.0006170568,"threshold_uncertainty_score":0.041033506},"labels":[],"label_agreement":null},{"id":"W2596329565","doi":"","title":"Results and Analysis of Using the MEDLL Receiver as a Multipath Meter","year":2000,"lang":"en","type":"article","venue":"Proceedings of the 2000 National Technical Meeting of The Institute of Navigation","topic":"GNSS positioning and interference","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multipath propagation; Delay spread; Rake receiver; Multipath mitigation; Computer science; Metre; SIGNAL (programming language); Global Positioning System; Electronic engineering; Remote sensing; Telecommunications; Geography; Engineering; Physics","score_opus":0.01737081154440964,"score_gpt":0.2577725377310561,"score_spread":0.24040172618664643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596329565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9111094,0.00044538357,0.06462177,0.000245158,0.000051042254,0.00014645951,0.0010278289,0.0024758426,0.01987713],"genre_scores_gemma":[0.98167646,0.00012194843,0.01241634,0.00007601535,0.00001060975,0.000030614836,0.0006880723,0.00014325963,0.0048366324],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99872154,0.00020070636,0.00003657087,0.00011169969,0.00075008895,0.00017947331],"domain_scores_gemma":[0.99715364,0.0011107365,0.00014211386,0.0002417247,0.0012869203,0.00006486894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085089967,0.00037206247,0.00050500897,0.00063399883,0.0004340132,0.0005963376,0.00057502015,0.00069146673,0.0038079731],"category_scores_gemma":[0.0034642697,0.00015687582,0.00029378792,0.00085794926,0.00038208367,0.00051897037,0.0003423827,0.00025129196,0.0014127669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009886052,0.0006174468,0.10373813,0.0011557442,0.0002576942,0.0015924139,0.0011548997,0.11763087,0.5074044,0.0042832047,0.003762759,0.24851649],"study_design_scores_gemma":[0.00032092715,0.0031431299,0.12515812,0.00008570329,0.00041727658,0.0013305676,0.0010063086,0.28555584,0.56740016,0.0012248252,0.014169886,0.00018728603],"about_ca_topic_score_codex":0.0067306994,"about_ca_topic_score_gemma":0.003975552,"teacher_disagreement_score":0.0067306994,"about_ca_system_score_codex":0.0008704748,"about_ca_system_score_gemma":0.00031051278,"threshold_uncertainty_score":0.013383031},"labels":[],"label_agreement":null}]}