{"meta":{"query_hash":"06fcdd39ead8","filters":{"venue":"VII. UZAKTAN ALGILAMA VE CBS SEMPOZYUMU UZAL-CBS2018"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/06fcdd39ead8","api":"https://metacan.xera.ac/api/v1/cohort?venue=VII.+UZAKTAN+ALGILAMA+VE+CBS+SEMPOZYUMU+UZAL-CBS2018"},"results":[{"id":"W2907172041","doi":"10.15659/uzalcbs2018.6180","title":"3B YÜZ TANIMADA KİLİT NOKTA TEMELLİ ALGORİTMALARIN KULLANIM OLANAKLARININ ARAŞTIRILMASI VE DOĞRULUK ANALİZİ","year":2018,"lang":"tr","type":"article","venue":"VII. UZAKTAN ALGILAMA VE CBS SEMPOZYUMU UZAL-CBS2018","topic":"Linguistics and Cultural Studies","field":"Arts and Humanities","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":"Stantec (Canada)","funders":"","keywords":"Mathematics","score_opus":0.035708840672154636,"score_gpt":0.2579120810104797,"score_spread":0.22220324033832506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907172041","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":[0.2913785,0.0068618683,0.35307825,0.009250096,0.0010402291,0.0005900771,0.00452398,0.0047831493,0.32849383],"genre_scores_gemma":[0.66469204,0.0025491389,0.23555996,0.00076139777,0.00014211732,0.00036940488,0.0029298079,0.00091809704,0.092077985],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922466,0.00023570118,0.00007528887,0.00016803682,0.0002271295,0.00006915778],"domain_scores_gemma":[0.99851507,0.00058809906,0.00010723264,0.00016884145,0.0005785983,0.000042138086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017560215,0.0005909035,0.0004130449,0.0007582508,0.00085895625,0.0036750361,0.0007291965,0.0008115956,0.039540518],"category_scores_gemma":[0.00405522,0.0002336225,0.00047916794,0.0007596238,0.00070348586,0.00255648,0.0008517697,0.00085898495,0.009789772],"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":[0.00083486125,0.00019604483,0.011401014,0.0012757508,0.00012782223,0.00046085502,0.0071487385,0.0056190346,0.018837066,0.03550189,0.031362172,0.8872348],"study_design_scores_gemma":[0.00014489995,0.00054177287,0.075073995,0.0016043591,0.0004859413,0.002269859,0.034720935,0.07798969,0.07767169,0.039260928,0.68996155,0.00027436172],"about_ca_topic_score_codex":0.0064496053,"about_ca_topic_score_gemma":0.0075878226,"teacher_disagreement_score":0.039540518,"about_ca_system_score_codex":0.0011039885,"about_ca_system_score_gemma":0.001471645,"threshold_uncertainty_score":0.13227624},"labels":[],"label_agreement":null},{"id":"W2907688809","doi":"10.15659/uzalcbs2018.7287","title":"NESNE TABANLI ARAZİ ÖRTÜSÜ / ARAZİ KULLANIMI DEĞİŞİM ANALİZİ: İSTANBUL 3. HAVALİMANI","year":2018,"lang":"tr","type":"article","venue":"VII. UZAKTAN ALGILAMA VE CBS SEMPOZYUMU UZAL-CBS2018","topic":"Families in Therapy and Culture","field":"Psychology","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":"Stantec (Canada)","funders":"","keywords":"Forestry; Geography","score_opus":0.024952646140939307,"score_gpt":0.3194332866949508,"score_spread":0.2944806405540115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907688809","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":[0.90995574,0.0031007666,0.0048521818,0.0024350455,0.00031161238,0.00039790926,0.0032925056,0.00020763502,0.075446606],"genre_scores_gemma":[0.95793664,0.0018480908,0.008331527,0.00024057385,0.00004120049,0.00026110932,0.0029284703,0.00012841915,0.028284088],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989617,0.0002542321,0.00010122958,0.00011027525,0.00038356005,0.00018901951],"domain_scores_gemma":[0.99789256,0.0006506994,0.00021459286,0.0001186655,0.0009883734,0.00013509828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022686254,0.0005220601,0.0005524486,0.0020864685,0.0020555416,0.002649432,0.00041169854,0.00042950746,0.021647355],"category_scores_gemma":[0.0051939143,0.0002228736,0.0004558759,0.0022371344,0.00085535605,0.0011975544,0.0009981656,0.0012941036,0.0031768973],"study_design_candidate":"observational","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":[0.0017710553,0.000795636,0.33535472,0.001402306,0.00023761175,0.0019713806,0.0849625,0.00096373464,0.00655292,0.01399056,0.051696848,0.50030077],"study_design_scores_gemma":[0.000036907648,0.000417446,0.6165368,0.0011733505,0.0003080071,0.0016996447,0.23702644,0.0015203577,0.0068011303,0.0039159907,0.13045338,0.00011058317],"about_ca_topic_score_codex":0.015153938,"about_ca_topic_score_gemma":0.02513722,"teacher_disagreement_score":0.021647355,"about_ca_system_score_codex":0.0017530082,"about_ca_system_score_gemma":0.002139403,"threshold_uncertainty_score":0.07241762},"labels":[],"label_agreement":null},{"id":"W2907761436","doi":"10.15659/uzalcbs2018.6191","title":"MARMARA GÖLÜ (MANİSA) ALANSAL DEĞİŞİMİNİN UA VE CBS İLE ANALİZİ","year":2018,"lang":"tr","type":"article","venue":"VII. UZAKTAN ALGILAMA VE CBS SEMPOZYUMU UZAL-CBS2018","topic":"Turkish Urban and Social Issues","field":"Social Sciences","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":"Stantec (Canada)","funders":"","keywords":"Physics; Computer science","score_opus":0.027590118697797983,"score_gpt":0.30255459834640447,"score_spread":0.2749644796486065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907761436","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":[0.9609052,0.00702122,0.004030744,0.0009826876,0.00021598744,0.00023478821,0.0021466448,0.00021219543,0.024250606],"genre_scores_gemma":[0.9657089,0.0026858933,0.012709113,0.00024767898,0.000052808235,0.00015959426,0.0017276128,0.00006392497,0.016644439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906296,0.00020335098,0.00007543508,0.00015184876,0.00030874714,0.00019775936],"domain_scores_gemma":[0.99928963,0.00011372837,0.00016168285,0.000042581123,0.00032793605,0.00006447432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014429856,0.0007646161,0.0007298295,0.0020026423,0.001429348,0.0024610385,0.00045194934,0.0007642556,0.007994931],"category_scores_gemma":[0.001688384,0.00030515392,0.00074963825,0.001863894,0.0006754191,0.00070928904,0.0009391959,0.0005997405,0.0020397098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024551824,0.00051018,0.54305255,0.0016893785,0.00043330056,0.0029804904,0.011029204,0.0014508244,0.03429911,0.003326176,0.009786333,0.38898718],"study_design_scores_gemma":[0.000030921343,0.0012549584,0.84008306,0.00086482486,0.000537056,0.0022420923,0.038448215,0.0018721434,0.028530823,0.0016269195,0.08437905,0.00012987557],"about_ca_topic_score_codex":0.027799921,"about_ca_topic_score_gemma":0.061829682,"teacher_disagreement_score":0.027799921,"about_ca_system_score_codex":0.001574314,"about_ca_system_score_gemma":0.0019306199,"threshold_uncertainty_score":0.055276215},"labels":[],"label_agreement":null},{"id":"W2907804786","doi":"10.15659/uzalcbs2018.6093","title":"CBS VE BULANIK ANALİTİK HİYERARŞİ PROSESİ İLE GÜNEŞ ENERJİ SANTRALLERİNİN YERLERİNİN BELİRLENMESİ: MENEMEN ÖRNEĞİ","year":2018,"lang":"tr","type":"article","venue":"VII. UZAKTAN ALGILAMA VE CBS SEMPOZYUMU UZAL-CBS2018","topic":"Global Energy Security and Policy","field":"Energy","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":"Stantec (Canada)","funders":"","keywords":"Political science","score_opus":0.015395575113764486,"score_gpt":0.2553758241496223,"score_spread":0.2399802490358578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907804786","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":[0.6806874,0.007873045,0.004041883,0.017765343,0.00041972595,0.00016524894,0.0030732388,0.00032094648,0.2856531],"genre_scores_gemma":[0.9337683,0.0029375984,0.0025301909,0.0005619279,0.000048204256,0.000049045473,0.0008313961,0.000059392416,0.059213933],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986964,0.00031640762,0.000060670245,0.00013321594,0.0005203637,0.00027297172],"domain_scores_gemma":[0.9982424,0.00049641053,0.00021962868,0.00010300948,0.00072919205,0.0002093093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002021655,0.00033935017,0.00031368763,0.0013811904,0.0015998024,0.0057114423,0.0005593152,0.0007099075,0.02002582],"category_scores_gemma":[0.0034729657,0.00017652148,0.00027738386,0.002223641,0.0011810618,0.0018216538,0.0015000312,0.0010810312,0.0020162803],"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":[0.0023682779,0.00038111582,0.19062862,0.0016977179,0.00016009997,0.0023580291,0.049610063,0.006105633,0.0072847432,0.14789319,0.06572433,0.5257882],"study_design_scores_gemma":[0.000053655436,0.00042804473,0.36328667,0.0013822647,0.00020527061,0.00056680274,0.16814654,0.00391943,0.011316526,0.014942234,0.43558717,0.00016533652],"about_ca_topic_score_codex":0.1542078,"about_ca_topic_score_gemma":0.20100391,"teacher_disagreement_score":0.1542078,"about_ca_system_score_codex":0.008002237,"about_ca_system_score_gemma":0.0079692295,"threshold_uncertainty_score":0.30662042},"labels":[],"label_agreement":null},{"id":"W2907984765","doi":"10.15659/uzalcbs2018.6905","title":"GECE VE GÜNDÜZ YER YÜZEY SICAKLIĞI GÖRÜNTÜLERİ İLE YÜZEY ISI ADASI ANALİZİ","year":2018,"lang":"tr","type":"article","venue":"VII. UZAKTAN ALGILAMA VE CBS SEMPOZYUMU UZAL-CBS2018","topic":"Cultural and Sociopolitical Studies","field":"Arts and Humanities","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":"ASTER","funders":"","keywords":"Materials science; Humanities; Physics; Art","score_opus":0.04393821847207605,"score_gpt":0.2609912714633435,"score_spread":0.21705305299126745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907984765","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":[0.8711847,0.0027927465,0.013290041,0.001502691,0.00016295222,0.00010058399,0.0015587382,0.00026537402,0.10914221],"genre_scores_gemma":[0.97164875,0.0014511733,0.0066544153,0.00009677691,0.000036056375,0.000059060396,0.0007134793,0.00009033918,0.019249959],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99937683,0.00012059256,0.00004237838,0.0001056246,0.00025581283,0.00009881952],"domain_scores_gemma":[0.9983053,0.00059804897,0.00019513682,0.00012835619,0.0006702876,0.00010280928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011777983,0.0004474101,0.0005142194,0.0013696327,0.0011482812,0.004225121,0.00040428547,0.00061937125,0.018213974],"category_scores_gemma":[0.0036928444,0.00020944071,0.0004470026,0.0016308165,0.00096826965,0.001875183,0.0010812974,0.0009972844,0.00234349],"study_design_candidate":"observational","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":[0.0013707271,0.00043642512,0.34964278,0.0016549766,0.00044660125,0.0014271846,0.037579697,0.0063836924,0.0105046835,0.05184152,0.022685697,0.51602596],"study_design_scores_gemma":[0.00003420482,0.0003972749,0.7554395,0.0009075431,0.00037500227,0.00092111167,0.081745565,0.011651097,0.011306812,0.024710882,0.11233216,0.00017887005],"about_ca_topic_score_codex":0.014172327,"about_ca_topic_score_gemma":0.021517562,"teacher_disagreement_score":0.018213974,"about_ca_system_score_codex":0.0012695168,"about_ca_system_score_gemma":0.0014870522,"threshold_uncertainty_score":0.06093186},"labels":[],"label_agreement":null}]}