{"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","author_layer_release":"2026-06-26"},"query_hash":"fdd551b79148","filters":{"venue":"Science Editing"}},"results":[{"id":"W4292510728","doi":"10.6087/kcse.277","title":"Charting variety, scope, and impact of open access diamond journals in various disciplines and regions: a survey-based observational study","year":2022,"lang":"en","type":"article","venue":"Science Editing","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Scheme for Promotion of Academic and Research Collaboration","keywords":"Directory; Library science; Scope (computer science); Publication; Variety (cybernetics); Publishing; Audience measurement; Scopus; Diamond; Diversity (politics); Bibliometrics; Political science; MEDLINE; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.8758646529958605,"gpt":0.6987223672361662,"spread":0.1771422857596943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch","bibliometrics","open_science"],"category_scores_codex":[0.1456589,0.0001248076,0.000357142,0.02490916,0.001571137,0.0112128,0.005713772,0.00002263017,0.0001898759],"category_scores_gemma":[0.1014854,0.00008956467,0.00004302696,0.1862345,0.0005427817,0.004489665,0.01155762,0.0003413598,7.966217e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001691116,"about_ca_system_score_gemma":0.001599498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004086548,"about_ca_topic_score_gemma":0.0004987015,"domain_scores_codex":[0.9882758,0.0008414097,0.001002503,0.0009631135,0.00829798,0.000619165],"domain_scores_gemma":[0.9866342,0.00940071,0.0008007158,0.0004806108,0.002329042,0.0003547117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001829931,0.000189376,0.9871628,0.000002119011,0.000003204046,0.000007835682,0.0004844832,0.00120018,0.0004950769,0.00005800324,0.0004053906,0.009973237],"study_design_scores_gemma":[0.0004984764,0.0002321219,0.9544928,0.00001577865,0.000001682067,0.000005012376,0.001889901,0.03842139,0.00004530945,0.004280355,0.00001501122,0.0001021314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973014,0.0002953816,0.0006473574,0.000643711,0.0003387785,0.0005268463,0.00007506624,0.000004827795,0.000166653],"genre_scores_gemma":[0.9992722,0.00001872953,0.0005229896,0.00004621793,0.00006332115,0.00003522186,0.000002606048,0.000005861458,0.00003282403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1613253,"threshold_uncertainty_score":0.9997287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122939648","doi":"10.6087/kcse.52","title":"One event, several perspectives: a reflection on the 2015 Council of Science Editors annual meeting","year":2015,"lang":"en","type":"article","venue":"Science Editing","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Event (particle physics); Reflection (computer programming); Political science; Computer science; Library science; Physics; Programming language","authors":[{"name":"Hyung Sun Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1956339175247216,"gpt":0.4279118452788558,"spread":0.2322779277541342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09923305,0.0001607048,0.0002518566,0.0005758809,0.001791417,0.001655079,0.00596876,0.00008259341,0.00003839248],"category_scores_gemma":[0.2063491,0.0001037395,0.0000688864,0.00822623,0.005264905,0.007720958,0.0009675944,0.0006346765,0.00007874743],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712558,"about_ca_system_score_gemma":0.008422493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003757579,"about_ca_topic_score_gemma":0.00002211593,"domain_scores_codex":[0.982966,0.0002394459,0.0007056243,0.001052955,0.01429336,0.0007425845],"domain_scores_gemma":[0.9875445,0.001631754,0.0009021279,0.000766878,0.008750823,0.0004039182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001207614,0.0002714082,0.00794107,0.000007026014,0.00001484511,0.000004569364,0.2088067,0.007476535,0.01213203,0.01990991,0.7259962,0.01731892],"study_design_scores_gemma":[0.0008700294,0.0005910686,0.008353439,0.0004265553,0.00002091619,0.00003121289,0.8347937,0.03982231,0.020688,0.04346887,0.05016201,0.0007718309],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293927,0.0001060319,0.001385183,0.01317991,0.02177987,0.0003330506,0.00002503528,0.0001019292,0.1336963],"genre_scores_gemma":[0.991003,0.000001539016,0.0006324093,0.0002550982,0.007283445,0.000007883063,2.331442e-7,0.000007574435,0.0008088325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6758342,"threshold_uncertainty_score":0.9995081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401981553","doi":"10.6087/kcse.345","title":"Our journey as intern junior editors at the &lt;i&gt;Journal of Experimental Psychology: Human Perception and Performance&lt;/i&gt;","year":2024,"lang":"en","type":"article","venue":"Science Editing","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Perception; Psychology; Experimental psychology; Mathematics education; Applied psychology; Neuroscience; Cognition","authors":[{"name":"Ségolène M. R. Guérin","is_ca":false},{"name":"Cynthia Tarlao","is_ca":true},{"name":"Aytaç Karabay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3165060921893268,"gpt":0.5587387415186065,"spread":0.2422326493292797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.03946434,0.0001656293,0.0002349423,0.02061778,0.001517301,0.004328215,0.002946473,0.0000904846,0.0005453932],"category_scores_gemma":[0.008802706,0.00009345239,0.0001379301,0.04753186,0.00119116,0.002332742,0.001312691,0.0004959561,0.0002785669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003176762,"about_ca_system_score_gemma":0.0003215987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004943076,"about_ca_topic_score_gemma":0.00000503306,"domain_scores_codex":[0.9891594,0.0001670374,0.0008007388,0.0007166286,0.008464122,0.0006920504],"domain_scores_gemma":[0.9964768,0.0007281463,0.0003604572,0.0004449442,0.001558242,0.0004313683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001876217,0.00007275796,0.01249727,0.000007450802,0.00001069184,0.00003342363,0.003278635,0.0000107326,0.6617929,0.0002842862,0.1949843,0.1270088],"study_design_scores_gemma":[0.001878577,0.004771869,0.3914972,0.0005408704,0.00005000505,0.002535835,0.04171783,0.03501648,0.0677779,0.003549091,0.4495174,0.00114689],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709376,0.001370088,0.0001923243,0.002326124,0.02008578,0.0001132217,0.000004950954,0.00001870785,0.004951255],"genre_scores_gemma":[0.9907981,0.0001468484,0.0001963658,0.0001166268,0.006979483,0.000004083432,5.871421e-7,0.00001058607,0.001747323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5940149,"threshold_uncertainty_score":0.9997826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292510811","doi":"10.6087/kcse.285","title":"Improving Journal Article Tag Suite for multilingual articles","year":2022,"lang":"en","type":"article","venue":"Science Editing","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"U.S. National Library of Medicine; Canadian Medical Association","keywords":"Suite; Computer science; Variety (cybernetics); Set (abstract data type); World Wide Web; Information retrieval; Library science; Data science; Political science; Artificial intelligence; Programming language; Law","authors":[{"name":"Vincent Lizzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01536239155432406,"gpt":0.2954643337713264,"spread":0.2801019422170024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003808335,0.00009552127,0.00009522661,0.0002324995,0.002505915,0.0009173088,0.002070938,0.00001670246,0.00001425935],"category_scores_gemma":[0.001906878,0.00008846947,0.00005402832,0.001105781,0.0001783642,0.001830652,0.001126978,0.0003535216,0.000002177135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865887,"about_ca_system_score_gemma":0.0003572901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000144754,"about_ca_topic_score_gemma":0.000001987374,"domain_scores_codex":[0.9979098,0.00004148987,0.0002530789,0.0004109345,0.0007723309,0.0006123603],"domain_scores_gemma":[0.9989348,0.0001611159,0.0002247068,0.0002787406,0.000264118,0.0001365009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005059644,0.00003885585,0.0003757046,0.00001199874,0.000001798112,0.00002853475,0.00298236,0.0001697294,0.5211667,0.01107191,0.0003744203,0.4637729],"study_design_scores_gemma":[0.0003126356,0.0001686497,0.00006188315,0.00001683029,0.000004107592,0.0002730238,0.001552356,0.3796363,0.5812221,0.03581777,0.0006918212,0.0002425795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3466982,0.0003511261,0.6490881,0.001070099,0.002062115,0.000196241,0.000003171603,0.0004677524,0.00006318632],"genre_scores_gemma":[0.6197065,1.87449e-7,0.3796176,0.0002280107,0.0003911945,0.00002013355,1.868062e-7,0.000005297979,0.00003089798],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4635303,"threshold_uncertainty_score":0.9987927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}