{"meta":{"query_hash":"d45246ca1215","filters":{"venue":"GEOPLANART"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/d45246ca1215","api":"https://metacan.xera.ac/api/v1/cohort?venue=GEOPLANART"},"results":[{"id":"W4292209089","doi":"10.35138/gp.v3i2.354","title":"Perkiraan Waktu Dalam Penyelesaian Proyek Kolam Retensi Sirnaraga Menggunakan Penerapan EVA (Earned Value Analysis)","year":2021,"lang":"id","type":"article","venue":"GEOPLANART","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","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":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.012462492532996899,"score_gpt":0.22046445843935625,"score_spread":0.20800196590635936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292209089","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20335968,0.004791525,0.0065360917,0.026599154,0.0034995202,0.00420439,0.000080628786,0.0030330908,0.7478959],"genre_scores_gemma":[0.6964787,0.0012334528,0.0029678894,0.007412343,0.002526737,0.00015133906,0.004994628,0.00024877838,0.2839861],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99437225,0.00020837027,0.0012329698,0.0016979811,0.0011765388,0.0013118902],"domain_scores_gemma":[0.9962126,0.00008415242,0.0008360765,0.001655675,0.0010770602,0.00013444776],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001240381,0.00093576283,0.0012803702,0.0013527736,0.0010380263,0.002093639,0.0009229214,0.00041538474,0.010437723],"category_scores_gemma":[0.00029877145,0.00099388,0.0008301772,0.0044709304,0.00020923151,0.0017621762,0.00083826407,0.0006290489,0.0016628283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056025427,0.0024260276,0.32852432,0.0043992638,0.012195386,0.0027067638,0.003113991,0.0061203362,0.0013273918,0.08262394,0.545678,0.010324278],"study_design_scores_gemma":[0.0022806544,0.00012682372,0.053995844,0.00036507644,0.008224689,0.000021609383,0.003275863,0.06396627,0.0010153579,0.0015344169,0.86242944,0.0027639363],"about_ca_topic_score_codex":0.00069509906,"about_ca_topic_score_gemma":0.0019879835,"teacher_disagreement_score":0.49311906,"about_ca_system_score_codex":0.00012190095,"about_ca_system_score_gemma":0.00017110333,"threshold_uncertainty_score":0.9992512},"labels":[],"label_agreement":null},{"id":"W4292209112","doi":"10.35138/gp.v3i2.347","title":"Kajian Penentuan Sistem Pusat Pelayanan Kawasan Perkotaan di Kecamatan Jatinangor","year":2021,"lang":"id","type":"article","venue":"GEOPLANART","topic":"Coastal Management and Development","field":"Environmental Science","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":"Encana (Canada)","funders":"","keywords":"Forestry; Humanities; Geography; Art","score_opus":0.009059473588325085,"score_gpt":0.19943210387993066,"score_spread":0.19037263029160556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292209112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6987513,0.00093932485,0.00012027454,0.0057802587,0.0018222216,0.0007250371,0.000057494715,0.0003107552,0.29149336],"genre_scores_gemma":[0.8255198,0.00030520186,0.00035346003,0.00091827614,0.00019370951,0.000036223264,0.00022899386,0.00012714816,0.17231718],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955848,0.00018844914,0.00071430876,0.0012794314,0.0009903641,0.0012426528],"domain_scores_gemma":[0.9979858,0.00007116926,0.0002335721,0.0011064891,0.0000361775,0.00056682277],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039973043,0.00061972864,0.00054649013,0.00010925625,0.0005599136,0.000408099,0.00068316155,0.00018711145,0.02277249],"category_scores_gemma":[0.00004769959,0.00065421435,0.00028148224,0.00073534565,0.00030882392,0.00041432935,0.0014833609,0.00033802044,0.024108456],"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":[0.00013927023,0.001272958,0.57195145,0.00060117326,0.00045366038,0.0025401965,0.007419305,0.00014552052,0.0057566063,0.0025157658,0.3338845,0.0733196],"study_design_scores_gemma":[0.00061642204,0.00011734635,0.46408394,0.00011930582,0.000100070065,0.00006439108,0.003480837,0.00019363526,0.0011654499,0.00009195529,0.5292274,0.00073927955],"about_ca_topic_score_codex":0.00056259,"about_ca_topic_score_gemma":0.0054397043,"teacher_disagreement_score":0.19534287,"about_ca_system_score_codex":0.00044874323,"about_ca_system_score_gemma":0.00010212444,"threshold_uncertainty_score":0.99959093},"labels":[],"label_agreement":null},{"id":"W4292209137","doi":"10.35138/gp.v3i2.355","title":"POTENSI EMISI GRK DARI SEKTOR PETERNAKAN DESA CIKALONG,KAB. BANDUNG BARAT TAHUN 2016-2021","year":2021,"lang":"id","type":"article","venue":"GEOPLANART","topic":"Wetland Management and Conservation","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":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Forestry; Geography; Philosophy","score_opus":0.007312927910886858,"score_gpt":0.185413153202351,"score_spread":0.17810022529146413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292209137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8909833,0.008128516,0.004121591,0.004753771,0.006644834,0.0006882382,0.00013575715,0.00050303276,0.084040985],"genre_scores_gemma":[0.8185158,0.0020888725,0.000972776,0.001713245,0.0022750823,0.000056199813,0.001522917,0.00017265638,0.17268251],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974544,0.00009960201,0.00054080714,0.00066160643,0.0004254544,0.000818142],"domain_scores_gemma":[0.99851984,0.00008608723,0.000111972826,0.00081684755,0.00019570513,0.00026953622],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025583876,0.00050896197,0.0005146903,0.00014766565,0.0002653555,0.00036426293,0.00030884286,0.0002884521,0.001955415],"category_scores_gemma":[0.00007861824,0.0005675265,0.00023258015,0.00043910695,0.000051384264,0.0003843696,0.00019557406,0.000412421,0.002102324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014145153,0.00025445633,0.0489006,0.0009815902,0.0016630095,0.004376198,0.0022674527,0.0020197043,0.019421767,0.0029776518,0.89464283,0.02235329],"study_design_scores_gemma":[0.0015593522,0.00008517261,0.056559768,0.0004193603,0.0004545273,0.00012620569,0.00076265226,0.005137796,0.0050194976,0.00016418408,0.92861867,0.0010928364],"about_ca_topic_score_codex":0.00043985696,"about_ca_topic_score_gemma":0.0014283675,"teacher_disagreement_score":0.08864152,"about_ca_system_score_codex":0.00013596805,"about_ca_system_score_gemma":0.00016941436,"threshold_uncertainty_score":0.9996776},"labels":[],"label_agreement":null},{"id":"W4292209145","doi":"10.35138/gp.v3i2.353","title":"PENGEMBANGAN EDUWISATA DI KAMPUS UNIVERSITAS WINAYA MUKTI, SUMEDANG","year":2021,"lang":"id","type":"article","venue":"GEOPLANART","topic":"Blockchain Technology in Education and Learning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.012399775573486961,"score_gpt":0.2322433049034621,"score_spread":0.21984352932997514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292209145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72849023,0.020906385,0.031917017,0.10483173,0.020282077,0.00075845787,0.000055659704,0.0021418214,0.090616636],"genre_scores_gemma":[0.94547606,0.00031381397,0.002855953,0.001930382,0.00048257498,0.000008056956,0.00010361335,0.000040359795,0.048789173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997139,0.00029700238,0.00033551815,0.0010284603,0.00038572418,0.00081433746],"domain_scores_gemma":[0.9974302,0.00017197078,0.00019695461,0.0016588666,0.00025722082,0.00028478887],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045143734,0.0003411643,0.000386137,0.00026039634,0.0006694949,0.00024685523,0.001349226,0.00039114815,0.0014354681],"category_scores_gemma":[0.00026302788,0.00041235756,0.00017038886,0.0011606521,0.00032698104,0.00032949823,0.00078544836,0.00094387284,0.0022352415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034151486,0.0012502004,0.03522784,0.00028872394,0.00057573017,0.004446443,0.031668868,0.00026490155,0.0010209706,0.116189115,0.6421369,0.16689616],"study_design_scores_gemma":[0.0008916482,0.00020048457,0.018994115,0.00019554893,0.00014882612,0.0009263806,0.027148368,0.0028885375,0.0021080065,0.0009997581,0.94459605,0.0009022703],"about_ca_topic_score_codex":0.00010672195,"about_ca_topic_score_gemma":0.00010356589,"teacher_disagreement_score":0.30245915,"about_ca_system_score_codex":0.00015556758,"about_ca_system_score_gemma":0.00082611956,"threshold_uncertainty_score":0.9998328},"labels":[],"label_agreement":null},{"id":"W4292209150","doi":"10.35138/gp.v3i2.356","title":"Studi Sistem Pencahayaan pada Perpustakaan Umum","year":2021,"lang":"id","type":"article","venue":"GEOPLANART","topic":"Educational Methods and Media Use","field":"Computer Science","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":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.03873186966064365,"score_gpt":0.3030189905302063,"score_spread":0.26428712086956263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292209150","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6599371,0.031499356,0.035936393,0.12360395,0.061070926,0.0014080621,0.00013499476,0.000568333,0.085840926],"genre_scores_gemma":[0.30066514,0.002634734,0.28761062,0.015294776,0.006937941,0.00017156033,0.00025344928,0.000146402,0.38628536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966022,0.00050245994,0.0004839775,0.0009510892,0.0006981159,0.0007621618],"domain_scores_gemma":[0.9969628,0.0006251666,0.00017535384,0.0012265597,0.0004990246,0.00051112263],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008327975,0.00033568498,0.00045907227,0.000099953584,0.0003926623,0.00032166505,0.00079298887,0.00016226055,0.00048223857],"category_scores_gemma":[0.00050946046,0.00034270805,0.00020543789,0.0007482703,0.00014247953,0.00032392272,0.00043260926,0.00041625684,0.0011024671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053992706,0.003481297,0.053718533,0.0012241529,0.0009608605,0.0061803255,0.06362743,0.000047994545,0.0057642097,0.15756494,0.49296033,0.21441595],"study_design_scores_gemma":[0.00060465146,0.00014763007,0.043722473,0.00021894125,0.00010353069,0.00058206,0.007412084,0.00058249873,0.0023241814,0.001521953,0.9420825,0.00069744885],"about_ca_topic_score_codex":0.00009452771,"about_ca_topic_score_gemma":0.00028648152,"teacher_disagreement_score":0.44912222,"about_ca_system_score_codex":0.00012649503,"about_ca_system_score_gemma":0.0019481985,"threshold_uncertainty_score":0.9999025},"labels":[],"label_agreement":null},{"id":"W4293089266","doi":"10.35138/geoplanart.v4i1.458","title":"Analisis Zona Proksemik Pada Kedai Kopi di Pangalengan","year":2022,"lang":"id","type":"article","venue":"GEOPLANART","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Art; Food science; Humanities; Chemistry","score_opus":0.022719924577414993,"score_gpt":0.20613992837999712,"score_spread":0.1834200038025821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293089266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8008634,0.014264622,0.0000046200425,0.010764522,0.003180073,0.0007761157,0.0021835528,0.00030395095,0.16765916],"genre_scores_gemma":[0.8406539,0.00025456058,0.0000058643145,0.0013583392,0.0013720025,0.00015456055,0.00023827438,0.000046766592,0.15591575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973235,0.0002464228,0.00045467244,0.0005745974,0.00061505765,0.0007857379],"domain_scores_gemma":[0.99898,0.00016142084,0.00019243149,0.00043094927,0.000079518184,0.0001556713],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025489027,0.00044473098,0.00053442724,0.00016178869,0.00435721,0.00016801816,0.00043951123,0.000050485094,0.011597801],"category_scores_gemma":[0.00002158786,0.00038170695,0.00030303636,0.00014130495,0.00045187396,0.00012383235,0.00072524126,0.0007048536,0.00044629423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017731843,0.00029342118,0.017502924,0.00025627873,0.0006687382,0.00022369492,0.08721088,0.000041829633,0.000035223467,0.017292244,0.8711826,0.005114859],"study_design_scores_gemma":[0.00039210156,0.00048462162,0.009900435,0.000035880097,0.00016782331,0.000041599895,0.037809387,0.00003945648,0.000023276194,0.0005106583,0.9500324,0.0005623626],"about_ca_topic_score_codex":0.0017853994,"about_ca_topic_score_gemma":0.0021484895,"teacher_disagreement_score":0.07884981,"about_ca_system_score_codex":0.00010743788,"about_ca_system_score_gemma":0.00008418788,"threshold_uncertainty_score":0.9998635},"labels":[],"label_agreement":null},{"id":"W4414772798","doi":"10.35138/geoplanart.v7i1.835","title":"NAVAL JETTY STRUCTURE ANALYSIS (Case Study of The Jetty in Betano, Manufahi, Timor Leste)","year":2024,"lang":"id","type":"article","venue":"GEOPLANART","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","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":"Encana (Canada)","funders":"","keywords":"Jetty; Hydrology (agriculture)","score_opus":0.015410864257624054,"score_gpt":0.22522340892245568,"score_spread":0.20981254466483162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414772798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99244714,0.003503986,0.0000021750825,0.0011868434,0.00077267195,0.00048735272,0.0004873942,0.00003394165,0.0010784894],"genre_scores_gemma":[0.9960838,0.000058836456,0.00001026699,0.00019903042,0.0001809835,0.000003278804,0.00005889381,0.0000049753758,0.0033999607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997197,0.0003721392,0.00058282714,0.00071446376,0.00055260933,0.00058101286],"domain_scores_gemma":[0.99879503,0.00042835198,0.00011413786,0.00047940252,0.000045191806,0.00013787017],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031031866,0.00037181648,0.0007598784,0.00017912617,0.0003304105,0.00010646075,0.00045828795,0.000167046,0.0035961599],"category_scores_gemma":[0.0000493395,0.0002060982,0.00035579095,0.002412349,0.00033285085,0.00014855448,0.00015836686,0.0006081493,0.00044584367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056037283,0.00031612656,0.97370493,0.00015058437,0.0013344691,0.0033941958,0.004114382,0.0047545265,0.0000061341907,0.000035165984,0.001237733,0.0108957095],"study_design_scores_gemma":[0.0003335264,0.00056286145,0.9818411,0.00004595021,0.0012294841,0.00013865619,0.0067410744,0.0033392606,0.000017852497,0.00069099234,0.004751001,0.00030822682],"about_ca_topic_score_codex":0.026973387,"about_ca_topic_score_gemma":0.23260167,"teacher_disagreement_score":0.20562828,"about_ca_system_score_codex":0.000010497349,"about_ca_system_score_gemma":0.000048386748,"threshold_uncertainty_score":0.9973147},"labels":[],"label_agreement":null}]}