{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"be1ff54f4da5","filters":{"venue":"The Journal of Education in Muslim Societies"}},"results":[{"id":"W4389350406","doi":"10.2979/jems.5.1.10","title":"Supporting Modern Teaching in Islamic Schools: Pedagogical Best Practice for Teachers ed. by Ismail Hussein Amzat (review)","year":2023,"lang":"en","type":"article","venue":"The Journal of Education in Muslim Societies","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Islam; Flourishing; Best practice; Pedagogy; Sociology; Mathematics education; Political science; Psychology; Theology; Law; Philosophy","authors":[{"name":"Dina El Odessy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07245102956338557,"gpt":0.4736926452567227,"spread":0.4012416156933372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002417091,0.001012932,0.002252337,0.002893378,0.0006977335,0.003736368,0.001376243,0.001940829,0.007981196],"category_scores_gemma":[0.004573786,0.0007641398,0.001091404,0.005407921,0.001098683,0.004306471,0.00189454,0.003623994,0.003911723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944986,"about_ca_system_score_gemma":0.00617038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004213435,"about_ca_topic_score_gemma":0.006038749,"domain_scores_codex":[0.9984264,0.0003914936,0.0002197981,0.0001549203,0.0007053743,0.0001019655],"domain_scores_gemma":[0.9974396,0.001184606,0.0003850501,0.00004158628,0.0007833536,0.0001658612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000674133,0.00005225019,0.0002956569,0.0670729,0.0001750014,0.0001726104,0.0008649459,0.0002101075,0.0004008089,0.002786589,0.4192858,0.508616],"study_design_scores_gemma":[0.00002845596,0.00006850489,0.00189037,0.06631288,0.0001340779,0.0005853045,0.001044625,0.00005219392,0.000107192,0.0008409392,0.928905,0.00003050364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006488071,0.9948714,0.0000609144,0.00254842,0.001579821,0.00001933533,0.00002618534,0.000006520155,0.0008225577],"genre_scores_gemma":[0.0004355453,0.9962665,0.000140018,0.001452734,0.0005743181,0.00002818924,0.0000560099,0.00000386203,0.001042781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007981196,"threshold_uncertainty_score":0.02669978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386777590","doi":"10.2979/jems.2022.a896977","title":"Practitioner’s Note The Council of Islamic Schools in North America (CISNA): An Internationally Recognized Accrediting Agency","year":2022,"lang":"en","type":"article","venue":"The Journal of Education in Muslim Societies","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Islam; Accreditation; Credibility; Political science; Agency (philosophy); Public relations; Sociology; Law; Geography; Social science","authors":[{"name":"Sufia Azmat","is_ca":false},{"name":"Leila H. Shatara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05413876539340069,"gpt":0.3555036233619173,"spread":0.3013648579685166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007801441,0.001333122,0.001863648,0.001552216,0.004373595,0.007393958,0.004098378,0.02487314,0.05231474],"category_scores_gemma":[0.05696286,0.0009339044,0.001616852,0.001849862,0.004266,0.00901895,0.004020643,0.03017631,0.02545941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004547359,"about_ca_system_score_gemma":0.02858418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468318,"about_ca_topic_score_gemma":0.02448544,"domain_scores_codex":[0.9909044,0.002156611,0.0009745499,0.001134008,0.00364838,0.001182056],"domain_scores_gemma":[0.9069038,0.0180312,0.00265156,0.002846621,0.05714943,0.01241746],"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":[0.000008629479,0.00001884377,0.00008592293,0.0001020695,0.000001262186,0.000134737,0.0001253686,0.00001554707,0.00003172031,0.0006642051,0.9921836,0.006628107],"study_design_scores_gemma":[0.00001881919,0.00002628641,0.0004108435,0.001326939,0.000003536128,0.0005332917,0.0014084,0.00006811832,0.00005854731,0.001429769,0.9946801,0.00003526149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003679314,0.006434766,0.0005768681,0.8033519,0.1707165,0.0002671753,0.0002170713,0.0001493493,0.01791834],"genre_scores_gemma":[0.005230126,0.01135361,0.001799882,0.8452839,0.05674972,0.0005870591,0.0002036769,0.0001499684,0.07864216],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05231474,"threshold_uncertainty_score":0.1750103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365807798","doi":"10.2979/jems.3.2.12","title":"In Conversation With Dr. Hisham Altalib","year":2022,"lang":"en","type":"article","venue":"The Journal of Education in Muslim Societies","topic":"Education and Islamic Studies","field":"Social 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":"Conversation; Islam; Media studies; Sociology; Audience measurement; Political science; Library science; Theology; Law; Philosophy","authors":[{"name":"Alyaa Ebbiary","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02216620517620632,"gpt":0.3372845903808253,"spread":0.315118385204619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004364247,0.0007285015,0.0009801959,0.0007270091,0.01021491,0.004857408,0.001047774,0.005478004,0.03725849],"category_scores_gemma":[0.01856853,0.000484525,0.00040017,0.0007700227,0.002623017,0.004589341,0.004089013,0.01502208,0.01843697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003454554,"about_ca_system_score_gemma":0.005047622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005811719,"about_ca_topic_score_gemma":0.008205676,"domain_scores_codex":[0.9957455,0.002291047,0.0001463728,0.000507065,0.0007646503,0.0005453823],"domain_scores_gemma":[0.9925123,0.002416514,0.0004775225,0.0001537335,0.001956325,0.002483473],"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":[0.00002395546,0.00001554264,0.0001636322,0.00006182148,0.000002926405,0.0002472409,0.006072136,0.00001389775,0.0001218553,0.002740097,0.9828629,0.007673989],"study_design_scores_gemma":[0.000005076208,0.00001663656,0.000224356,0.0001387734,0.000002747611,0.0004728632,0.01726877,0.00003459473,0.0000958489,0.0007448695,0.9809749,0.00002045755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003041662,0.01872036,0.001008883,0.8743693,0.07203072,0.00006690888,0.0002052375,0.000212131,0.03034478],"genre_scores_gemma":[0.05196767,0.01395245,0.001600617,0.7245344,0.02164561,0.0003199519,0.0001912709,0.0004418423,0.1853461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03725849,"threshold_uncertainty_score":0.1246421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388225374","doi":"10.2979/jems.2023.a911236","title":"Supporting Modern Teaching in Islamic Schools: Pedagogical Best Practice for Teachers ed. by Ismail Hussein Amzat (review)","year":2023,"lang":"en","type":"article","venue":"The Journal of Education in Muslim Societies","topic":"Education and Islamic Studies","field":"Social 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":"Islam; Flourishing; Best practice; Sociology; Pedagogy; Mathematics education; Political science; Psychology; Law; Theology; Philosophy","authors":[{"name":"Dina El Odessy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07245102956338557,"gpt":0.4736926452567227,"spread":0.4012416156933372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002417091,0.001012932,0.002252337,0.002893378,0.0006977335,0.003736368,0.001376243,0.001940829,0.007981196],"category_scores_gemma":[0.004573786,0.0007641398,0.001091404,0.005407921,0.001098683,0.004306471,0.00189454,0.003623994,0.003911723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944986,"about_ca_system_score_gemma":0.00617038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004213435,"about_ca_topic_score_gemma":0.006038749,"domain_scores_codex":[0.9984264,0.0003914936,0.0002197981,0.0001549203,0.0007053743,0.0001019655],"domain_scores_gemma":[0.9974396,0.001184606,0.0003850501,0.00004158628,0.0007833536,0.0001658612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000674133,0.00005225019,0.0002956569,0.0670729,0.0001750014,0.0001726104,0.0008649459,0.0002101075,0.0004008089,0.002786589,0.4192858,0.508616],"study_design_scores_gemma":[0.00002845596,0.00006850489,0.00189037,0.06631288,0.0001340779,0.0005853045,0.001044625,0.00005219392,0.000107192,0.0008409392,0.928905,0.00003050364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006488071,0.9948714,0.0000609144,0.00254842,0.001579821,0.00001933533,0.00002618534,0.000006520155,0.0008225577],"genre_scores_gemma":[0.0004355453,0.9962665,0.000140018,0.001452734,0.0005743181,0.00002818924,0.0000560099,0.00000386203,0.001042781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007981196,"threshold_uncertainty_score":0.02669978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386777574","doi":"10.2979/jems.2022.a896978","title":"Islamic Schooling and the Identities of Muslim Youth in Quebec: Navigating National Identity, Religion, and Belonging by Hicham Tiflati (review)","year":2022,"lang":"en","type":"article","venue":"The Journal of Education in Muslim Societies","topic":"Education and Islamic Studies","field":"Social 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":"Islam; Multiculturalism; Gender studies; Mainstream; Sociology; Framing (construction); Identity (music); Sociocultural evolution; Religious identity; Media studies; Social science; Political science; Law; Anthropology; Pedagogy; Geography; Aesthetics","authors":[{"name":"Claire Alkouatli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01389258215238441,"gpt":0.3355741791170866,"spread":0.3216815969647022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008988835,0.0005780047,0.0009407547,0.002589378,0.001751791,0.002461404,0.0008791107,0.001144315,0.005228154],"category_scores_gemma":[0.002301109,0.0002332179,0.0004773801,0.005960249,0.001227857,0.001421493,0.0008881937,0.001531532,0.0004423365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01090878,"about_ca_system_score_gemma":0.02974912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8255836,"about_ca_topic_score_gemma":0.9185644,"domain_scores_codex":[0.9995722,0.00008065068,0.00003281709,0.00004529126,0.0002070251,0.00006204459],"domain_scores_gemma":[0.9981828,0.0004532287,0.0001660849,0.00001811911,0.0009908086,0.0001889874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009911558,0.00005703199,0.004119445,0.04163641,0.000193247,0.000255915,0.003685884,0.0002490902,0.0003003943,0.003128938,0.3376747,0.6085998],"study_design_scores_gemma":[0.00002736922,0.00007337169,0.04223815,0.08175702,0.0003264945,0.000656726,0.006824296,0.0001269138,0.0001257596,0.0004393094,0.8673204,0.00008405666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003447543,0.9968899,0.00001394202,0.001556458,0.0002754523,0.000009118999,0.00005330722,0.000002145812,0.0008550037],"genre_scores_gemma":[0.004280211,0.9923567,0.00008101394,0.0013635,0.0001969308,0.00001797596,0.0001198962,0.00000208917,0.00158172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1744164,"threshold_uncertainty_score":0.3508872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}