{"meta":{"query_hash":"77a1d5b02659","filters":{"venue":"TEKNOSAINS MEDIA INFORMASI SAINS DAN TEKNOLOGI"},"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/77a1d5b02659","api":"https://metacan.xera.ac/api/v1/cohort?venue=TEKNOSAINS+MEDIA+INFORMASI+SAINS+DAN+TEKNOLOGI"},"results":[{"id":"W4205556464","doi":"10.24252/teknosains.v15i3.20264","title":"OPTIMALISASI PENGEMBANGAN KAWASAN AGROPOLITAN MALALO MELALUI PEMETAAN KOMODITAS UNGGULAN","year":2021,"lang":"id","type":"article","venue":"TEKNOSAINS MEDIA INFORMASI SAINS DAN TEKNOLOGI","topic":"Agriculture and Agroindustry Studies","field":"Agricultural and Biological 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":"Agricultural science; Business; Biology","score_opus":0.03128087672162478,"score_gpt":0.23404758503202008,"score_spread":0.2027667083103953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205556464","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":[0.89429885,0.008467602,0.000006146625,0.015071988,0.0032159886,0.0011717142,0.0006209403,0.0009783573,0.07616844],"genre_scores_gemma":[0.95645225,0.0044647506,0.00074723834,0.0024064488,0.005361052,0.00009739138,0.0041645793,0.000037494225,0.026268782],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906775,0.000732644,0.0020303896,0.0018076067,0.0015759418,0.0031759127],"domain_scores_gemma":[0.99475545,0.0011696827,0.000943907,0.00086521567,0.0009951314,0.0012706149],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0010072463,0.0018542871,0.0020200221,0.00021982759,0.0020140766,0.00070966256,0.0020763779,0.0017881938,0.0013646553],"category_scores_gemma":[0.0021237887,0.0009077034,0.0011287737,0.0032812308,0.001450085,0.0012304187,0.001761949,0.0024512312,0.0008425265],"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":[0.0003423557,0.004582057,0.0770294,0.000711677,0.00387128,0.006469513,0.023402732,0.0000729674,0.06402597,0.052207332,0.6074763,0.15980843],"study_design_scores_gemma":[0.0015514542,0.0017086733,0.19827633,0.0003680331,0.00070953014,0.0008818898,0.09386717,0.000049275754,0.01794025,0.00025469545,0.68147725,0.0029154858],"about_ca_topic_score_codex":0.00017383762,"about_ca_topic_score_gemma":0.0034867125,"teacher_disagreement_score":0.15689294,"about_ca_system_score_codex":0.0006182214,"about_ca_system_score_gemma":0.0003497463,"threshold_uncertainty_score":0.99993545},"labels":[],"label_agreement":null},{"id":"W4387622249","doi":"10.24252/teknosains.v17i1.33029","title":"IDENTIFIKASI POTENSI OBJEK DAYA TARIK WISATA DI DESA BISSOLORO SEBAGAI DESA WISATA BERBASIS ALAM","year":2023,"lang":"id","type":"article","venue":"TEKNOSAINS MEDIA INFORMASI SAINS DAN TEKNOLOGI","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","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":"Forestry; Geography","score_opus":0.03440908039092887,"score_gpt":0.28509274639466686,"score_spread":0.250683666003738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387622249","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":[0.95556587,0.0007464335,0.00008066038,0.011729023,0.0056331838,0.0030229378,0.00031505385,0.003388151,0.0195187],"genre_scores_gemma":[0.9604314,0.004810838,0.0013681107,0.0018037584,0.0012574043,0.00028085403,0.0036788615,0.0002607291,0.026108023],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9842532,0.0022904926,0.0031609077,0.0019073584,0.0031927533,0.0051952405],"domain_scores_gemma":[0.98689705,0.0045569614,0.0014032447,0.0039147036,0.0014707114,0.0017573461],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.009015108,0.0020002734,0.0022750886,0.002569621,0.005202866,0.0012580438,0.005701607,0.0021473751,0.00033170104],"category_scores_gemma":[0.016186714,0.0020238878,0.001071331,0.008787009,0.005337436,0.0030465606,0.004461103,0.0036675504,0.0018287164],"study_design_candidate":"not_applicable","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":[0.0006485119,0.002044036,0.23294461,0.0013579009,0.001642135,0.0025811093,0.3638519,0.00018109483,0.0005066184,0.013558255,0.16605996,0.21462387],"study_design_scores_gemma":[0.0028605172,0.00049741555,0.19137956,0.00035186415,0.0004527367,0.00003923775,0.1502261,0.00060590624,0.0015968072,0.003256064,0.64571047,0.0030233308],"about_ca_topic_score_codex":0.0034543374,"about_ca_topic_score_gemma":0.017047921,"teacher_disagreement_score":0.4796505,"about_ca_system_score_codex":0.0029274726,"about_ca_system_score_gemma":0.004535222,"threshold_uncertainty_score":0.99977875},"labels":[],"label_agreement":null},{"id":"W4410370833","doi":"10.24252/teknosains.v18i3.47557","title":"Tinjauan kualitas lingkungan dan kesejahteraan penghuni dalam konteks evaluasi purna huni bangunan Perusahaan Daerah Air Minum (PDAM) di Kecamatan Meritengngae","year":2025,"lang":"id","type":"article","venue":"TEKNOSAINS MEDIA INFORMASI SAINS DAN TEKNOLOGI","topic":"Economic Growth and Fiscal Policies","field":"Economics, Econometrics and Finance","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":"Business; Physics","score_opus":0.026464256228919892,"score_gpt":0.2474452793672112,"score_spread":0.2209810231382913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410370833","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":[0.7954571,0.010222329,0.0003223755,0.0066121453,0.007909819,0.002391675,0.0012643866,0.0009136886,0.17490649],"genre_scores_gemma":[0.9720437,0.0035887626,0.000554293,0.0044431617,0.0014606031,0.00024808486,0.002121008,0.0003175621,0.015222852],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98621863,0.0004452227,0.005967427,0.0025826572,0.00049019104,0.0042958516],"domain_scores_gemma":[0.99010193,0.0013268737,0.0027136975,0.0038557488,0.00046108462,0.0015406387],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0036503484,0.0025208164,0.003954702,0.003970137,0.0018075393,0.0010508493,0.004454291,0.0023014317,0.00015824886],"category_scores_gemma":[0.004562874,0.0028772433,0.0015584471,0.0027110912,0.0021954004,0.0023575681,0.0020506359,0.0037621763,0.00090828486],"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":[0.00040551584,0.0017881778,0.4609333,0.001403563,0.0022385654,0.0002191508,0.039810717,0.0001150266,0.00056344253,0.44242078,0.014192122,0.035909634],"study_design_scores_gemma":[0.0062812134,0.0012418377,0.34100106,0.0007943476,0.0003990764,0.000102196565,0.018713843,0.0037963558,0.0036152021,0.0026483797,0.61738825,0.004018221],"about_ca_topic_score_codex":0.0005395168,"about_ca_topic_score_gemma":0.0017239725,"teacher_disagreement_score":0.60319614,"about_ca_system_score_codex":0.0021378254,"about_ca_system_score_gemma":0.0009439782,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W4412459382","doi":"10.24252/teknosains.v19i1.55379","title":"FEASIBILITY FEASIBILITY ANALYSIS OF CONSTRUCTION OF A CENTRAL PAPUA JOB TRAINING CENTER","year":2025,"lang":"en","type":"article","venue":"TEKNOSAINS MEDIA INFORMASI SAINS DAN TEKNOLOGI","topic":"Education Systems and Policy","field":"Social 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":"Center (category theory); Training (meteorology); Operations management; Business; Engineering management; Computer science; Engineering; Geography; Meteorology","score_opus":0.07006583328982205,"score_gpt":0.36419833455497835,"score_spread":0.29413250126515633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412459382","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":[0.95575476,0.00007663477,0.00026348795,0.00072712183,0.0010598459,0.0006359167,0.00013373153,0.0001272692,0.041221224],"genre_scores_gemma":[0.99820375,0.00009654601,0.0010390593,0.0001810264,0.00012440461,0.000016101169,0.000083166895,0.000007012585,0.00024893216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967109,0.00046260294,0.0012830845,0.00034427145,0.00052651943,0.0006726236],"domain_scores_gemma":[0.9973454,0.00059774716,0.00068970036,0.0006714876,0.00047113764,0.00022454864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019311454,0.00023283598,0.00083896145,0.0011349156,0.00029841842,0.000040779152,0.0005554939,0.00033566152,0.000109858425],"category_scores_gemma":[0.003222118,0.00021570631,0.00045440323,0.0037781186,0.001538288,0.00037574416,0.000097949785,0.0002857793,0.0000023899665],"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":[0.000031760585,0.0001352534,0.7830284,0.000065756896,0.00030719832,4.5082945e-7,0.07844937,0.000015656746,0.000080639096,0.13003881,0.00014917616,0.007697524],"study_design_scores_gemma":[0.0008233099,0.000050718187,0.84539735,0.0000764531,0.00032443187,0.0000010944458,0.1345988,0.00006478665,0.00040386297,0.0008337227,0.017203439,0.00022202198],"about_ca_topic_score_codex":0.0011872097,"about_ca_topic_score_gemma":0.0075338255,"teacher_disagreement_score":0.1292051,"about_ca_system_score_codex":0.00053920667,"about_ca_system_score_gemma":0.0014381509,"threshold_uncertainty_score":0.8796248},"labels":[],"label_agreement":null},{"id":"W4415331926","doi":"10.24252/teknosains.v19i2.49287","title":"Analisis daya dukung lahan permukiman berbasis kesesuaian lahan Kecamatan Sinjai Utara Kabupaten Sinjai","year":2025,"lang":"","type":"article","venue":"TEKNOSAINS MEDIA INFORMASI SAINS DAN TEKNOLOGI","topic":"Economic Growth and Fiscal Policies","field":"Economics, Econometrics and Finance","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":"Carbon stock; Land use; Hydrology (agriculture); Population","score_opus":0.023898777786115717,"score_gpt":0.23293668643211649,"score_spread":0.20903790864600078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415331926","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":[0.7736467,0.00806952,0.00041608565,0.010292853,0.0056701773,0.0017925039,0.0029992333,0.0008232712,0.19628966],"genre_scores_gemma":[0.98066074,0.0056662746,0.0006278145,0.0054387217,0.0010757823,0.00018348104,0.0015372147,0.00025208748,0.004557884],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98617524,0.00024178822,0.006146305,0.0026284643,0.0003897816,0.0044183945],"domain_scores_gemma":[0.9908908,0.00097429525,0.0027249018,0.0035876718,0.00036469483,0.001457649],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002362962,0.0024353033,0.0040465523,0.005694697,0.0017012072,0.0014573757,0.003962138,0.0024247176,0.00058106665],"category_scores_gemma":[0.002945363,0.0028539652,0.0016911207,0.0044119647,0.0023908378,0.0030090516,0.0019449987,0.0027104125,0.0013621184],"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":[0.0002725845,0.001029266,0.61552405,0.000872497,0.0016415652,0.00014046917,0.012389169,0.00031423167,0.000060004393,0.312368,0.017246455,0.038141698],"study_design_scores_gemma":[0.0061730244,0.0010091575,0.42004648,0.0006930782,0.0005200927,0.000076943215,0.015698258,0.0122637,0.0012487712,0.009671539,0.5279355,0.0046634316],"about_ca_topic_score_codex":0.0012005453,"about_ca_topic_score_gemma":0.0014582542,"teacher_disagreement_score":0.5106891,"about_ca_system_score_codex":0.0024493893,"about_ca_system_score_gemma":0.0007938577,"threshold_uncertainty_score":0.99959844},"labels":[],"label_agreement":null},{"id":"W7119509617","doi":"10.24252/teknosains.v19i3.51811","title":"Arahan pengembangan penyediaan ruang terbuka hijau publik di Kecamatan Tallo dan Kecamatan Bontoala Kota Makassar","year":2025,"lang":"","type":"article","venue":"TEKNOSAINS MEDIA INFORMASI SAINS DAN TEKNOLOGI","topic":"Wetland Management and Conservation","field":"Engineering","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":"","score_opus":0.01343642093452774,"score_gpt":0.22230002902684917,"score_spread":0.20886360809232143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119509617","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":[0.7283254,0.0040384317,0.0041929246,0.00632808,0.012038562,0.00487101,0.00030880774,0.0046878536,0.23520891],"genre_scores_gemma":[0.9779143,0.0029786073,0.0012979736,0.0017342954,0.0012799307,0.00043164237,0.003063654,0.00030440246,0.0109952465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98923725,0.0003496379,0.003388056,0.001719024,0.0015476595,0.0037583977],"domain_scores_gemma":[0.9934497,0.0007607258,0.0009790616,0.0033500204,0.00049345597,0.0009670568],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0019762318,0.0024417506,0.0021668987,0.0034988713,0.0011720095,0.0017182737,0.0037414317,0.0016941188,0.0002523946],"category_scores_gemma":[0.0016099507,0.0025203833,0.000860125,0.0040145745,0.00084167154,0.0039314413,0.0020560783,0.0026578878,0.00035610347],"study_design_candidate":"not_applicable","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":[0.000603808,0.0016909335,0.10832375,0.0056262645,0.004180164,0.000977076,0.021322055,0.001844015,0.0047218017,0.28563595,0.115021296,0.45005286],"study_design_scores_gemma":[0.007273674,0.0007744276,0.15728742,0.0014477274,0.0011794516,0.00006456156,0.018693462,0.037440564,0.002982734,0.001185795,0.76743364,0.004236526],"about_ca_topic_score_codex":0.0001993786,"about_ca_topic_score_gemma":0.002505491,"teacher_disagreement_score":0.65241235,"about_ca_system_score_codex":0.0018218751,"about_ca_system_score_gemma":0.0007409992,"threshold_uncertainty_score":0.999643},"labels":[],"label_agreement":null}]}