{"meta":{"query_hash":"8f88637121da","filters":{"venue":"Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/8f88637121da","api":"https://metacan.xera.ac/api/v1/cohort?venue=Gazi+%C3%9Cniversitesi+M%C3%BChendislik-Mimarl%C4%B1k+Fak%C3%BCltesi+Dergisi"},"results":[{"id":"W2520335514","doi":"10.17341/gummfd.78923","title":"Önden Yüklemeli Bir Çamaşır Makinesinin Sonlu Elemanlar Yöntemiyle Dinamik Olarak Modellenmesi","year":2016,"lang":"tr","type":"article","venue":"Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi","topic":"Mechanical Engineering and Vibrations Research","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":"Stantec (Canada)","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Humanities; Art","score_opus":0.0138350209135524,"score_gpt":0.21836469245245443,"score_spread":0.20452967153890203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520335514","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":[0.081308916,0.0049380497,0.8593997,0.0021402962,0.0005950125,0.00021071087,0.0014114118,0.0022086115,0.04778724],"genre_scores_gemma":[0.76878667,0.00631878,0.16185535,0.0005226063,0.00025173978,0.00042121386,0.0028590607,0.00067276024,0.05831171],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992182,0.00013276353,0.00005940463,0.00021057636,0.0002904602,0.000088620756],"domain_scores_gemma":[0.9990515,0.0003217997,0.00009694835,0.00010279246,0.00038450322,0.000042434618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082602346,0.0015284278,0.0014031917,0.00079032563,0.00092867593,0.0034945484,0.0015952111,0.0018271263,0.012766728],"category_scores_gemma":[0.002962288,0.00064881647,0.001409477,0.0008370573,0.00089292525,0.0029085032,0.0012042893,0.0020067873,0.002836689],"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":[0.00061270205,0.0002702497,0.011582304,0.0019049481,0.00036506855,0.0010120857,0.0010153949,0.56325126,0.029159196,0.060419444,0.016435243,0.3139721],"study_design_scores_gemma":[0.000050712464,0.00022878367,0.005631243,0.00030935335,0.00019342892,0.00043900515,0.0008709247,0.8936489,0.014311709,0.039511517,0.044644095,0.00016035393],"about_ca_topic_score_codex":0.01340805,"about_ca_topic_score_gemma":0.010395523,"teacher_disagreement_score":0.01340805,"about_ca_system_score_codex":0.0011765171,"about_ca_system_score_gemma":0.00172768,"threshold_uncertainty_score":0.042708933},"labels":[],"label_agreement":null},{"id":"W2797528863","doi":"10.17341/gazimmfd.416351","title":"Kas iskelet sistemi rahatsızlıklarının analizinde yeni bir risk değerlendirme yaklaşımı","year":2018,"lang":"tr","type":"article","venue":"Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Gynecology; Medicine; Mathematics; Physics","score_opus":0.04111537846417398,"score_gpt":0.38803758552684275,"score_spread":0.3469222070626688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797528863","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":[0.39282662,0.027351346,0.37019432,0.012651989,0.002070483,0.0010220956,0.005645837,0.002719196,0.18551818],"genre_scores_gemma":[0.8823575,0.011693266,0.057062935,0.0009946885,0.0005003754,0.00040689393,0.0032770908,0.0005155477,0.043191653],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99720794,0.0005505185,0.0002175868,0.0005000892,0.001260991,0.00026289365],"domain_scores_gemma":[0.9930976,0.002541305,0.000983839,0.00041059044,0.002659302,0.0003074444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035471572,0.0017607094,0.0013360662,0.0026717046,0.0012875937,0.0059324387,0.0013204367,0.0020154093,0.025406683],"category_scores_gemma":[0.012729904,0.0005752816,0.0015777533,0.0019830377,0.0012321979,0.004201324,0.0019010657,0.0024609119,0.0050770543],"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":[0.0013798386,0.0006036185,0.1591571,0.0035856445,0.0011855257,0.0027762533,0.0060788384,0.04973701,0.013698698,0.07308046,0.051471226,0.6372459],"study_design_scores_gemma":[0.0002035471,0.0015986715,0.3176488,0.004340833,0.0015245662,0.006112641,0.028296946,0.17390548,0.02675659,0.1457166,0.2927955,0.0010998888],"about_ca_topic_score_codex":0.013046751,"about_ca_topic_score_gemma":0.009873933,"teacher_disagreement_score":0.025406683,"about_ca_system_score_codex":0.0022893394,"about_ca_system_score_gemma":0.0029071914,"threshold_uncertainty_score":0.08499384},"labels":[],"label_agreement":null},{"id":"W3194750730","doi":"10.17341/gazimmfd.769438","title":"İplik inceliği ve atkı sıklığı parametrelerinin çift özlü ipliklerden dokunan kumaşların boyama sonrası çeşitli kumaş özelliklerine etkisinin incelenmesi","year":2021,"lang":"tr","type":"article","venue":"Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi","topic":"Textile materials and evaluations","field":"Materials Science","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Physics; Nuclear chemistry; Chemistry; Materials science","score_opus":0.020084769638192272,"score_gpt":0.2564211484999784,"score_spread":0.2363363788617861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194750730","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":[0.7286418,0.031530477,0.15159276,0.0022153114,0.0011117592,0.00051456835,0.005619922,0.0039405306,0.074832946],"genre_scores_gemma":[0.944563,0.0066376836,0.023116767,0.00035031064,0.00017342891,0.00025545355,0.0028062093,0.0005044656,0.021592781],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998733,0.00014842891,0.000087814165,0.00027329326,0.0005825576,0.00017491952],"domain_scores_gemma":[0.9980742,0.0006014201,0.00029235153,0.00018005485,0.0007466074,0.0001053943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012899357,0.0013824425,0.0014558163,0.0017166663,0.00079398334,0.0038711226,0.0008622647,0.0018213035,0.01672497],"category_scores_gemma":[0.0036515237,0.000638383,0.001212787,0.0015443335,0.0007637926,0.0019781317,0.0009887033,0.001527517,0.005268161],"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":[0.005575911,0.00080473884,0.1011652,0.004334456,0.0006697931,0.003038378,0.0020097196,0.035328764,0.19465013,0.008159093,0.021762962,0.62250084],"study_design_scores_gemma":[0.00028912647,0.0036292209,0.38721165,0.0014264315,0.0013847259,0.008357311,0.006179786,0.13114642,0.2601565,0.015815917,0.18344246,0.00096046185],"about_ca_topic_score_codex":0.0053938995,"about_ca_topic_score_gemma":0.0030786726,"teacher_disagreement_score":0.01672497,"about_ca_system_score_codex":0.0010125397,"about_ca_system_score_gemma":0.0010323047,"threshold_uncertainty_score":0.055950582},"labels":[],"label_agreement":null},{"id":"W4385761298","doi":"10.17341/gazimmfd.1179147","title":"Türkiye biyomikritik kireçtaşının doğal hidrolik bağlayıcı üretiminde ham madde olarak kullanım olanaklarının araştırılması","year":2023,"lang":"tr","type":"article","venue":"Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Istanbul Teknik Üniversitesi; Istanbul Üniversitesi; Association of Canadian Universities for Northern Studies","keywords":"Chemistry; Mathematics; Physics; Nuclear chemistry","score_opus":0.019216576606841004,"score_gpt":0.20665323492239782,"score_spread":0.1874366583155568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385761298","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":[0.50777674,0.29350433,0.02728163,0.018885687,0.004061369,0.0011679347,0.0058616432,0.0011287085,0.14033186],"genre_scores_gemma":[0.7866005,0.09265481,0.02726797,0.00494275,0.0009004972,0.00044186748,0.0041607367,0.00032644838,0.08270443],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898,0.00021208003,0.00011937538,0.00018587943,0.00029082826,0.00021183667],"domain_scores_gemma":[0.99906784,0.00016516703,0.00021970864,0.000072164796,0.00036808525,0.0001069561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008970777,0.0010302578,0.0015119654,0.0014144058,0.0016441529,0.002695789,0.0007204332,0.0021041587,0.023636142],"category_scores_gemma":[0.0018256606,0.00068800786,0.0014364648,0.0010395844,0.0012621538,0.0016637509,0.0014548004,0.0020580266,0.0060576624],"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":[0.007260251,0.0015710156,0.10924739,0.015219669,0.0016915203,0.03464704,0.005341837,0.0010147863,0.20395266,0.019342266,0.045419484,0.5552922],"study_design_scores_gemma":[0.00044944944,0.0022105004,0.18783468,0.004638616,0.0012952299,0.07220325,0.009324847,0.0015984378,0.06928086,0.013272535,0.63741547,0.0004761807],"about_ca_topic_score_codex":0.0090713585,"about_ca_topic_score_gemma":0.010698501,"teacher_disagreement_score":0.023636142,"about_ca_system_score_codex":0.0012463079,"about_ca_system_score_gemma":0.0019712558,"threshold_uncertainty_score":0.07907075},"labels":[],"label_agreement":null},{"id":"W4397026698","doi":"10.17341/gazimmfd.1301520","title":"Bilgisayarlı görü ve makine öğrenmesi ile ergonomik risk değerlendirme uygulaması","year":2024,"lang":"tr","type":"article","venue":"Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Brock University; Sakarya Üniversitesi; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Gynecology; Mathematics; Physics; Medicine","score_opus":0.03437608257684394,"score_gpt":0.37563928425059473,"score_spread":0.3412632016737508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397026698","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":[0.49322772,0.029856373,0.2034725,0.015249463,0.0016043198,0.00064114464,0.008526266,0.003096787,0.2443255],"genre_scores_gemma":[0.9151652,0.009907381,0.03528816,0.00059909024,0.00020766986,0.00029302572,0.002630427,0.0003459084,0.035563223],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980616,0.00041129242,0.00013477176,0.00037457226,0.0007206583,0.00029707744],"domain_scores_gemma":[0.9965185,0.0012319067,0.00054654584,0.00025118998,0.0011949162,0.00025692006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023705368,0.0012564007,0.00098752,0.0020693159,0.0016164836,0.0064750686,0.00094699126,0.0015758683,0.024089387],"category_scores_gemma":[0.0072355443,0.00048022743,0.0012215461,0.0023508172,0.0011127875,0.0041000363,0.002526112,0.0019757045,0.0052202423],"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":[0.0010351731,0.0005279642,0.14017285,0.003657914,0.00073020504,0.0019962802,0.0066543436,0.03834273,0.010245748,0.07649048,0.040335394,0.679811],"study_design_scores_gemma":[0.00014227003,0.0010275774,0.3249982,0.0038178333,0.0011455695,0.00303894,0.033711825,0.1054103,0.016110567,0.14363196,0.36613962,0.00082537904],"about_ca_topic_score_codex":0.023573421,"about_ca_topic_score_gemma":0.018850058,"teacher_disagreement_score":0.024089387,"about_ca_system_score_codex":0.002524896,"about_ca_system_score_gemma":0.0041494365,"threshold_uncertainty_score":0.08058703},"labels":[],"label_agreement":null},{"id":"W4409458715","doi":"10.17341/gazimmfd.1394768","title":"Tarihi çevrede zıt yaklaşım etkilerinin Görsel Dikkat Yazılımı (VAS) ile analizi","year":2025,"lang":"tr","type":"article","venue":"Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi","topic":"Visual Attention and Saliency Detection","field":"Computer Science","cited_by":0,"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":"Psychology","score_opus":0.00960812196968106,"score_gpt":0.26108266716652856,"score_spread":0.2514745451968475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409458715","genre_codex":"other","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":[0.42249197,0.018989708,0.03337847,0.01192051,0.0016372064,0.0005189418,0.004340239,0.00077480514,0.5059482],"genre_scores_gemma":[0.8267962,0.00858633,0.013143821,0.0012494139,0.00023934449,0.000246445,0.0023421685,0.00031080178,0.1470855],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998429,0.00031263882,0.00008451724,0.00026354662,0.00065413176,0.00025614706],"domain_scores_gemma":[0.9978003,0.0006852089,0.00032437957,0.00016308979,0.00085965515,0.00016736546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018334944,0.0007089704,0.00052472233,0.0019139943,0.0022484814,0.005815704,0.0009935001,0.0013015994,0.045511127],"category_scores_gemma":[0.0047038496,0.00033705705,0.0009368213,0.0024214147,0.0019640005,0.0036871608,0.0021305245,0.0023363149,0.0068254517],"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":[0.0010988753,0.00043766972,0.13353135,0.0028548848,0.0003675762,0.004164507,0.04823777,0.0030520095,0.01042351,0.18340616,0.07176352,0.54066217],"study_design_scores_gemma":[0.000043254873,0.00037161386,0.2009423,0.0019385515,0.00026676257,0.0032006043,0.08811207,0.0032532956,0.007954359,0.039257117,0.654456,0.00020406187],"about_ca_topic_score_codex":0.016855009,"about_ca_topic_score_gemma":0.01854724,"teacher_disagreement_score":0.045511127,"about_ca_system_score_codex":0.0034050434,"about_ca_system_score_gemma":0.0032400924,"threshold_uncertainty_score":0.15224987},"labels":[],"label_agreement":null}]}