{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"f64c125f2f74","filters":{"venue":"مجلة بحوث کلية الآداب جامعة المنوفية"}},"results":[{"id":"W4388009189","doi":"10.21608/sjam.2023.242471.2144","title":"A forensic linguistic Analysis of Discursive Deception in Criminals&amp;#039; Statements: A Case Study of the Canadian Serial Killer Robert Pickton","year":2023,"lang":"ar","type":"article","venue":"مجلة بحوث کلية الآداب جامعة المنوفية","topic":"Deception detection and forensic psychology","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":"Deception; Forensic science; Linguistics; Psychology; Sociology; Criminology; Social psychology; History; Philosophy; Archaeology","authors":[{"name":"نهله محمد نجيب أحمد خليل","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07097036608818426,"gpt":0.4112960765141491,"spread":0.3403257104259649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00540762,0.0007000366,0.0005039145,0.006962572,0.01874749,0.004590474,0.002522104,0.002561421,0.001989044],"category_scores_gemma":[0.01850493,0.0005144028,0.0003251102,0.006011384,0.01018149,0.002635279,0.004430754,0.002948538,0.0003063757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01776629,"about_ca_system_score_gemma":0.008762717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3447465,"about_ca_topic_score_gemma":0.5342401,"domain_scores_codex":[0.9932734,0.003160048,0.0002905169,0.0003970085,0.001968258,0.000910642],"domain_scores_gemma":[0.9862419,0.007649229,0.002282112,0.0005575398,0.002745174,0.0005240763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.00006194154,0.00007196132,0.01189381,0.0002074751,0.00001017958,0.01747369,0.9386593,0.0002137062,0.001222978,0.00810281,0.003499232,0.01858292],"study_design_scores_gemma":[0.000004219823,0.00003901466,0.01525947,0.0002587478,0.00001557325,0.004106424,0.950842,0.0005418842,0.001350362,0.0009115255,0.02662395,0.00004672926],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676581,0.001293944,0.002274972,0.004642413,0.00007352923,0.0002181189,0.0002539117,0.00002269189,0.0235623],"genre_scores_gemma":[0.9874036,0.00124299,0.003424295,0.0005454294,0.00003967256,0.00007780774,0.00015621,0.00002378142,0.007086112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6552535,"threshold_uncertainty_score":0.6854796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4303647651","doi":"10.21608/sjam.2022.166820.1779","title":"From Line to Design: A Reading of Derek Beaulieu’s Digital Poetry","year":2022,"lang":"ar","type":"article","venue":"مجلة بحوث کلية الآداب جامعة المنوفية","topic":"Digital Humanities and Scholarship","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":"Poetry; Reading (process); Art; Line (geometry); Literature; Philosophy; Linguistics; Mathematics","authors":[{"name":"Asmaa Magdy Moawad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07574603515530089,"gpt":0.2482115449181347,"spread":0.1724655097628339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003516771,0.0007678984,0.0004233277,0.002563842,0.009172989,0.007968857,0.001220714,0.003642232,0.003074162],"category_scores_gemma":[0.006011195,0.0003019776,0.0002743113,0.002201877,0.03662932,0.006225899,0.00204126,0.005132401,0.0006920274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01669824,"about_ca_system_score_gemma":0.006818757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1321253,"about_ca_topic_score_gemma":0.1318485,"domain_scores_codex":[0.997066,0.001603405,0.00005207396,0.0002656921,0.0007641547,0.0002487897],"domain_scores_gemma":[0.9972847,0.001901537,0.00008154112,0.0001765358,0.0004286166,0.0001271108],"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":[0.00002502824,0.00001593543,0.0001149135,0.00006401182,0.000002949789,0.0001488893,0.07136447,0.0002714064,0.0002216416,0.8633111,0.04836462,0.01609497],"study_design_scores_gemma":[0.000006119081,0.00001758099,0.0002251958,0.0002375808,0.000002487812,0.0001908493,0.01496623,0.0002883874,0.000221034,0.06463005,0.9191979,0.00001659683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02106631,0.05446953,0.03463042,0.1577145,0.006725604,0.0001225991,0.0001892278,0.0003186492,0.7247632],"genre_scores_gemma":[0.6474833,0.02600258,0.02078183,0.03806202,0.003255154,0.0002701281,0.0001105795,0.0008162245,0.2632181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1321253,"threshold_uncertainty_score":0.2627124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311078439","doi":"10.21608/sjam.2022.173071.1815","title":"التعددیة الثقافیة وحقوق الأقلیات بین النجاح والإخفاق: دراسة فی فلسفة ویل كیملیكا","year":2022,"lang":"ar","type":"article","venue":"مجلة بحوث کلية الآداب جامعة المنوفية","topic":"Military Technology and Strategies","field":"Engineering","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":"Computer science","authors":[{"name":"هبة البدوى محمد حمایة حمایة","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007170668397126224,"gpt":0.1837117441285873,"spread":0.1765410757314611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201189,0.0005948764,0.000205115,0.0008160481,0.003192035,0.006782181,0.000559915,0.00139135,0.08639106],"category_scores_gemma":[0.004093742,0.0004320236,0.0002027864,0.001778911,0.003830849,0.002558828,0.002286344,0.003692944,0.05409505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003941268,"about_ca_system_score_gemma":0.004455502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009082723,"about_ca_topic_score_gemma":0.01058324,"domain_scores_codex":[0.9986109,0.0002599491,0.00009521987,0.000187033,0.0007106895,0.0001361925],"domain_scores_gemma":[0.9985483,0.0004266703,0.0001123734,0.0001224194,0.0006494644,0.0001407134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000362905,0.0001894989,0.003631579,0.0006774911,0.00001957865,0.001596492,0.05356775,0.0002554338,0.01089767,0.340118,0.2302709,0.3584127],"study_design_scores_gemma":[0.00000839311,0.00002249547,0.003841129,0.0001661426,0.000004188013,0.0003428732,0.009706873,0.00002493453,0.002284239,0.009992631,0.9735888,0.00001723088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01747039,0.004740523,0.004087206,0.01326698,0.003532159,0.0001585288,0.0004003688,0.0001764149,0.9561675],"genre_scores_gemma":[0.08585644,0.005733043,0.004909768,0.002532359,0.0006436611,0.0002699073,0.0004754608,0.0004283424,0.899151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08639106,"threshold_uncertainty_score":0.2890069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}