{"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":"48050c8f0c99","filters":{"venue":"لارك"}},"results":[{"id":"W3091160200","doi":"10.31185/lark.vol4.iss39.1642","title":"Dramatization of Old Age in Joanna McClelland Glass' Trying","year":2020,"lang":"en","type":"article","venue":"لارك","topic":"Aging and Gerontology Research","field":"Psychology","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":"Anguish; Dramatization; Feeling; Ideology; Psychoanalysis; Psychology; Affect (linguistics); History; Social psychology; Literature; Art; Politics; Law; Philosophy; Political science; Epistemology","authors":[{"name":"ا.م.د مروه غازي محمد","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08116578764251478,"gpt":0.3753747005943658,"spread":0.294208912951851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001319089,0.00004881195,0.0001266436,0.00004841002,0.00001829788,0.000006046739,0.0001003629,0.00007345983,0.0003691416],"category_scores_gemma":[0.00006514589,0.0000467389,0.00002082254,0.0001656173,0.00004097014,0.00002139789,0.00002295763,0.0001354677,0.0001626508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007853459,"about_ca_system_score_gemma":0.000009615316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001349337,"about_ca_topic_score_gemma":0.00008265007,"domain_scores_codex":[0.9993833,0.00009365381,0.0001435569,0.0001445133,0.00007883944,0.0001561914],"domain_scores_gemma":[0.9997308,0.00005963552,0.00003541299,0.0001152596,0.00001551067,0.00004334774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003442186,0.0002274333,0.8556756,0.00016023,0.00009019142,0.0003065287,0.07505751,0.0000800921,0.003440302,0.01476741,0.02844139,0.0214091],"study_design_scores_gemma":[0.005749078,0.0006056605,0.9586678,0.0001229631,0.00003159188,0.00002336163,0.009095304,0.004871889,0.002064816,0.001887281,0.01638072,0.0004995247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938949,0.0001940159,0.0005644014,0.001889818,0.00009751219,0.00009235305,0.000002229172,0.00002879111,0.05818183],"genre_scores_gemma":[0.9973961,0.000002332391,0.00009419578,0.0002666595,0.00005066203,0.000006168705,0.000007268924,0.00000749012,0.002169128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029922,"threshold_uncertainty_score":0.4041842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400220710","doi":"10.31185/lark.3542","title":"The Use of Realistic Elements in Henrik Ibsen's A Doll's House","year":2024,"lang":"en","type":"article","venue":"لارك","topic":"Cultural Studies and Interdisciplinary Research","field":"Arts and Humanities","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":"Wonder; Drama; Romance; Action (physics); Surprise; Subject (documents); Literature; History; Quarter (Canadian coin); Art; Aesthetics; Philosophy; Psychology; Epistemology; Social psychology","authors":[{"name":"Lect. Salman Hayder Jasim","is_ca":false},{"name":"Lect. Adnan Taher Rahma","is_ca":false},{"name":"Rese. Munadher Jedi Shanshool.","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2042461519162569,"gpt":0.336964766808911,"spread":0.132718614892654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001182167,0.00006487518,0.00008933251,0.00003038756,0.0002273573,0.0002739904,0.0001057667,0.00001119379,0.0004736407],"category_scores_gemma":[0.00003264651,0.00003363003,0.00005543289,0.00004365154,0.000161043,0.0001202308,0.0001434996,0.00009799789,0.00007435997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003313158,"about_ca_system_score_gemma":0.00001025359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306979,"about_ca_topic_score_gemma":0.009581845,"domain_scores_codex":[0.9993586,0.00002712074,0.0001834662,0.0001067875,0.0001473313,0.000176702],"domain_scores_gemma":[0.9996668,0.0001408381,0.00001765483,0.0001131072,0.00004188673,0.00001973802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001180736,0.00009225532,0.000754544,0.0001631522,0.0001278118,0.00006800859,0.04996804,0.00001868443,0.0001026178,0.3641176,0.5659437,0.01852549],"study_design_scores_gemma":[0.00008224208,0.0000912515,0.0006515376,0.00008630395,0.000006432785,8.609e-7,0.003795008,0.0005931908,0.00001096183,0.001241019,0.9933843,0.00005688147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975945,0.00503232,0.000006601887,0.0102752,0.001742421,0.0007196405,0.0002130993,0.000193128,0.08422308],"genre_scores_gemma":[0.960082,0.0003754023,0.000008124699,0.00004089909,0.0002423854,0.00002339323,0.000004545893,0.00001284855,0.03921041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4274406,"threshold_uncertainty_score":0.5346895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117896066","doi":"10.31185/lark.5234","title":"&lt;b&gt;Children of Empire: Peter Pan and the Seeds of Colonial Thinking&lt;/b&gt;","year":2025,"lang":"","type":"article","venue":"لارك","topic":"Themes in Literature Analysis","field":"Arts and Humanities","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":"Colonialism; Ideology; The Imaginary; Expansionism; Empire; Realm; Utopia; Power (physics); Imperial unit system","authors":[{"name":"Assistant Professor Dr. Asmaa Mehdi Saleh","is_ca":false},{"name":"Assistant Professor Dr. Zaid Ibrahim Ismael","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005942234889287292,"gpt":0.220775303589146,"spread":0.2148330686998587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008724144,0.0003981741,0.0009866307,0.0002960824,0.0006028159,0.0003952584,0.0007327367,0.0002144284,0.001332226],"category_scores_gemma":[0.0001175907,0.0002746848,0.0005327836,0.0002813801,0.002349375,0.0002173087,0.0004506977,0.0003725688,0.00001163456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003348253,"about_ca_system_score_gemma":0.0001251867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476201,"about_ca_topic_score_gemma":0.0006334744,"domain_scores_codex":[0.9973342,0.0003541772,0.0009886413,0.000446184,0.0004876544,0.0003890988],"domain_scores_gemma":[0.9976644,0.0005379802,0.0005408536,0.000883958,0.0003185107,0.00005432089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004760158,0.0001853452,0.00209593,0.0001982534,0.002001823,0.000002769963,0.07532433,0.000004894846,0.0004017177,0.9057083,0.01149936,0.002101328],"study_design_scores_gemma":[0.006984034,0.000599643,0.033617,0.001184927,0.005887158,0.00001598143,0.001178493,0.0003602914,0.001605393,0.07191171,0.8757576,0.0008977912],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8180938,0.0283307,0.00004515668,0.004077971,0.001592626,0.0008742885,0.0005158124,0.00005139114,0.1464183],"genre_scores_gemma":[0.9756534,0.0004642842,0.00009392622,0.0008131594,0.000681788,0.00001546846,0.00003334116,0.00002894288,0.02221571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8642582,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212525195","doi":"10.31185/lark.vol3.iss42.2020","title":"الالكسيثيميا وعلاقتها بالتدين لدى طلبة الجامعة","year":2021,"lang":"ar","type":"article","venue":"لارك","topic":"Families in Therapy and Culture","field":"Psychology","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":"Psychology","authors":[{"name":"الباحث فراس عبد الخالق منديل الغانمي","is_ca":false},{"name":"أ.م. د. باقر طالبي دارابي","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02021800896402544,"gpt":0.3235649136788586,"spread":0.3033469047148332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003463832,0.0005123068,0.0005882527,0.00006797969,0.0003698031,0.0001286851,0.0006442537,0.0008507923,0.04525338],"category_scores_gemma":[0.0001202461,0.0005045754,0.0004226717,0.0005770582,0.0003149656,0.000123378,0.0001924873,0.001008252,0.02152795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009891863,"about_ca_system_score_gemma":0.0001689598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006740816,"about_ca_topic_score_gemma":0.0001010931,"domain_scores_codex":[0.9964626,0.0006037167,0.0005785308,0.001020013,0.0003958534,0.0009392772],"domain_scores_gemma":[0.9975839,0.0001819427,0.0001706521,0.001598085,0.0002067924,0.0002586699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004281841,0.001492055,0.00201578,0.0001998465,0.001243684,0.002019293,0.02378484,0.00003035589,0.01112233,0.0599924,0.8386415,0.05902969],"study_design_scores_gemma":[0.001851769,0.0002303684,0.0032984,0.0001266269,0.0001397766,0.0002620475,0.006754488,0.00002821296,0.003396294,0.003918336,0.9793385,0.0006551553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1191212,0.06369498,0.0001166257,0.008413553,0.01625046,0.0003780919,0.0002398454,0.0002980962,0.7914872],"genre_scores_gemma":[0.5104197,0.0034158,0.000840171,0.01527651,0.003450233,0.00006829861,0.0002327829,0.0001675261,0.4661289],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3912986,"threshold_uncertainty_score":0.9997406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}