{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"0b32ccc7ee2d","filters":{"venue":"Iranian Journal of Science"}},"results":[{"id":"W4408536474","doi":"10.1007/s40995-025-01793-2","title":"A New Class of Korovkin-Type Theorems on Double Sequences","year":2025,"lang":"en","type":"article","venue":"Iranian Journal of Science","topic":"Approximation Theory and Sequence Spaces","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Class (philosophy); Type (biology); Mathematics; Computer science; Artificial intelligence; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.04897405784701993,"gpt":0.3509640485317405,"spread":0.3019899906847206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002130697,0.00009309996,0.0002350598,0.000315763,0.0001477609,0.00005860825,0.0007560155,0.00003902577,0.0001708076],"category_scores_gemma":[0.0005478101,0.0000646913,0.0000715892,0.001045025,0.000907751,0.0004550458,0.00003226358,0.000172119,0.000007056067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005420761,"about_ca_system_score_gemma":0.0008089962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005478239,"about_ca_topic_score_gemma":0.000002169721,"domain_scores_codex":[0.9986885,0.00004797943,0.0004323832,0.000125928,0.0005280297,0.0001771672],"domain_scores_gemma":[0.9986326,0.0002360273,0.000464036,0.0002011507,0.0003655418,0.0001006506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002272039,0.0000448673,0.0002039807,0.0000472293,0.00001490973,0.000009494849,0.001979683,0.00009022417,0.03378722,0.9599542,0.0008189565,0.002822048],"study_design_scores_gemma":[0.0005622772,0.0003076043,0.0001440187,0.0003972296,0.00002181949,0.00004521488,0.001718438,0.0001046437,0.127864,0.8682199,0.0005316665,0.00008314834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92158,0.00015553,0.01303859,0.001542268,0.0007924552,0.0001410815,0.000001123546,0.00001672123,0.06273219],"genre_scores_gemma":[0.9840223,0.00001858551,0.01439732,0.0001165576,0.00004819807,2.452659e-7,3.313477e-8,0.000003757067,0.001393031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09407683,"threshold_uncertainty_score":0.3344646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381430117","doi":"10.1007/s40995-023-01486-8","title":"An Integrated Model of Maintenance Policies and Economic Design of X-bar Control Chart Under Burr XII Shock Model","year":2023,"lang":"en","type":"article","venue":"Iranian Journal of Science","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Reliability engineering; Control chart; Sensitivity (control systems); Chart; Bar chart; Shock (circulatory); Reliability (semiconductor); Preventive maintenance; Hazard; Bar (unit); Engineering; Operations research; Statistics; Econometrics; Computer science; Mathematics; Power (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02145116764512789,"gpt":0.2345588540632742,"spread":0.2131076864181463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000996404,0.00009871207,0.0002543557,0.0002576167,0.00005166207,0.00002868342,0.0003098279,0.00004047074,0.00000382808],"category_scores_gemma":[0.00006353449,0.00008096462,0.00004052529,0.0002837953,0.0005722201,0.0006662905,0.00001249776,0.0001093718,0.000001343026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008745705,"about_ca_system_score_gemma":0.0002113344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001062773,"about_ca_topic_score_gemma":0.000002653328,"domain_scores_codex":[0.9990501,0.00001862305,0.0004202944,0.0001143878,0.000171738,0.0002247951],"domain_scores_gemma":[0.9993234,0.00003526506,0.0001523897,0.0001448742,0.0002368059,0.0001072367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002956951,0.00000886587,0.00005690865,0.00001850901,0.000006933421,5.052792e-7,0.0006910342,0.9033351,0.09411279,0.00142256,0.00004866002,0.0002685596],"study_design_scores_gemma":[0.0004140449,0.0001092271,0.0004335982,0.00008374993,0.00001047998,0.00001071915,0.0005099148,0.9909142,0.004639332,0.002794798,0.000001706389,0.00007819308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4138871,0.00002979218,0.5857416,0.0001277062,0.00006632022,0.00006768435,0.00001334344,0.00001547277,0.0000509391],"genre_scores_gemma":[0.9892244,0.0002766509,0.01042218,0.00002956785,0.00001281101,0.000001137591,2.670548e-7,0.00001075179,0.00002222229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5753373,"threshold_uncertainty_score":0.3301642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402774875","doi":"10.1007/s40995-024-01708-7","title":"Analysis of Spatial Association of Mineralization and Faults Through Fry and Fractal Modelling in Anarak Metallogenic Zone, Iran","year":2024,"lang":"en","type":"article","venue":"Iranian Journal of Science","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Iran National Science Foundation","keywords":"Mineralization (soil science); Geology; Fractal; Geochemistry; Soil science; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01786995018935801,"gpt":0.2485992118061486,"spread":0.2307292616167906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389932,0.00006495682,0.0002326981,0.0003763236,0.00004578049,0.00005790453,0.0002775465,0.00004260428,0.00000387802],"category_scores_gemma":[0.0001743604,0.00005492523,0.0000598867,0.001722165,0.0001589691,0.0008414079,0.00006131548,0.0001037129,8.512058e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003148283,"about_ca_system_score_gemma":0.00007733438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001181196,"about_ca_topic_score_gemma":0.0000446634,"domain_scores_codex":[0.998845,0.00003798112,0.0004150247,0.0001857035,0.0003902939,0.0001259962],"domain_scores_gemma":[0.9992291,0.0001113431,0.0003336028,0.00008068743,0.0002034229,0.00004188863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004178534,0.0001312345,0.2088008,0.000248105,0.0004609923,0.00008781449,0.02514556,0.4296006,0.3135875,0.005393821,0.00001213493,0.01648964],"study_design_scores_gemma":[0.0001639164,0.00006309133,0.05152853,0.00008406279,0.00009305979,0.0000270142,0.0001433038,0.9430611,0.003510559,0.001222565,0.00003730665,0.00006553197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6957042,0.0003850319,0.3033964,0.0003085742,0.00007045575,0.0000193574,0.000001436183,0.00000282954,0.0001117077],"genre_scores_gemma":[0.9914319,0.00007193539,0.008439388,0.00001314878,0.00001627752,1.791793e-7,3.179344e-7,8.055493e-7,0.00002603223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5134605,"threshold_uncertainty_score":0.2239786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392096356","doi":"10.1007/s40995-024-01597-w","title":"Population Genetic and Structure Analyses of Annual Iranian Medicago orbicularis Indicates Advantageous Use of HTS-Generated SSR Markers","year":2024,"lang":"en","type":"article","venue":"Iranian Journal of Science","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Medicago; Genetic structure; Population; Genetics; Genetic variation; Demography; Gene; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.01979735993429844,"gpt":0.2564698148472069,"spread":0.2366724549129084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004171533,0.0001119991,0.000259918,0.0001154436,0.0001329774,0.0000771714,0.000290654,0.00006554685,0.00005332988],"category_scores_gemma":[0.0001286828,0.00004170523,0.00007640156,0.001070981,0.0005730947,0.0003851408,0.00003686022,0.0001323506,3.195617e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001744462,"about_ca_system_score_gemma":0.00005059734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001255648,"about_ca_topic_score_gemma":0.0001369761,"domain_scores_codex":[0.998515,0.00006526388,0.0004599846,0.000203783,0.000565979,0.0001900137],"domain_scores_gemma":[0.9991695,0.0001103076,0.0003228198,0.00004311237,0.0002042244,0.000149991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003773167,0.00001477049,0.02134013,0.0000271132,0.00002263537,0.00008361999,0.0001210333,0.0001290887,0.9602041,0.00001256531,0.00003933163,0.01796784],"study_design_scores_gemma":[0.00009483149,0.0003042372,0.9685197,0.0002270169,0.00006616418,0.0003675302,0.0003521235,0.000666016,0.02878889,0.0001246836,0.0003730589,0.0001157425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968124,0.002482125,0.0000224728,0.0001803048,0.0001563969,0.00005789101,0.0002755319,0.000006526483,0.000006337814],"genre_scores_gemma":[0.998114,0.0003430567,0.001431161,0.00002265667,0.00006668854,1.458593e-7,0.000005825317,9.922389e-7,0.00001550141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9471796,"threshold_uncertainty_score":0.2111591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}