{"meta":{"query_hash":"2fdddd3b25e4","filters":{"venue":"Cambridge semitic languages and cultures"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2fdddd3b25e4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cambridge+semitic+languages+and+cultures"},"results":[{"id":"W3026624229","doi":"10.11647/obp.0207.09","title":"Pausal Forms and Prosodic Structure in Tiberian Hebrew","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge semitic languages and cultures","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hebrew; Linguistics; Biblical Hebrew; History; Computer science; Psychology; Philosophy; Hebrew Bible; Biblical studies; Archaeology","score_opus":0.008850170011100073,"score_gpt":0.22549578882972107,"score_spread":0.216645618818621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026624229","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01523993,0.050972305,0.0000017124946,0.00036295562,0.00040619893,0.0004885234,0.0016018044,0.00010641182,0.93082017],"genre_scores_gemma":[0.6878267,0.00059570867,0.000034159162,0.0013850586,0.002835298,0.000009565013,0.0007745233,0.00007400592,0.306465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998949,0.000010345183,0.00025480465,0.00039402655,0.00016673816,0.00022510103],"domain_scores_gemma":[0.99953425,0.000024109997,0.000109193454,0.00014818313,0.00005861069,0.00012567053],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004453942,0.0003513208,0.00038588064,0.00006260807,0.0001614266,0.00026622223,0.00009630836,0.00020602062,0.0006994433],"category_scores_gemma":[0.000048844162,0.00024757985,0.000058171292,0.0000091734455,0.00024979873,0.00006910581,0.00008191319,0.00038939258,0.000017127686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014208633,0.0000068750696,0.000022046728,0.0003392414,0.00006543608,0.00025503995,0.012489671,2.5071503e-7,0.00009176227,0.9612488,0.023455936,0.0020107413],"study_design_scores_gemma":[0.00057941856,0.00014571456,0.000350173,0.00046260998,0.00019734087,0.00007701659,0.0045808796,0.000022981978,0.000043743756,0.009119154,0.9836996,0.0007213359],"about_ca_topic_score_codex":0.00025077382,"about_ca_topic_score_gemma":0.0014342528,"teacher_disagreement_score":0.9602437,"about_ca_system_score_codex":0.00002536333,"about_ca_system_score_gemma":0.000029300136,"threshold_uncertainty_score":0.9999976},"labels":[],"label_agreement":null},{"id":"W4237521904","doi":"10.11647/obp.0237.03","title":"3. Commentary","year":2021,"lang":"en","type":"book-chapter","venue":"Cambridge semitic languages and cultures","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Psychology","score_opus":0.013713344671975254,"score_gpt":0.2988324546485252,"score_spread":0.28511910997654993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237521904","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000065421686,0.052827224,0.0000020741766,0.0026081388,0.00043472697,0.000092462586,0.00009995419,0.00005741197,0.9438126],"genre_scores_gemma":[0.0021761653,0.006036353,0.00005187968,0.0039214133,0.0025725262,0.000005390669,0.00011112029,0.000018974566,0.98510617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990851,0.000028269455,0.00014864457,0.00026474844,0.00025816337,0.00021506475],"domain_scores_gemma":[0.9994579,0.000113919916,0.000061354556,0.00012547096,0.00010197608,0.0001393664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009888877,0.00019163384,0.0003044629,0.000021710066,0.00052276714,0.00006138208,0.00010902363,0.00019822149,0.0007114298],"category_scores_gemma":[0.00019173161,0.00015323129,0.0001042874,0.000019379286,0.00035411835,0.000017275373,0.00007473857,0.00022228059,0.000034518478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012992748,0.0000063369916,0.000013375231,0.000033625598,0.00006360882,0.0001769966,0.0034823704,1.6054896e-8,0.0000042430775,0.3954299,0.59832704,0.0024612127],"study_design_scores_gemma":[0.00008104627,0.0000121265975,0.00004022138,0.00013339124,0.00010025833,0.0000049440055,0.004551611,1.0985128e-7,0.0000034055656,0.000505922,0.99434346,0.00022350979],"about_ca_topic_score_codex":0.0009643393,"about_ca_topic_score_gemma":0.00040957535,"teacher_disagreement_score":0.39601645,"about_ca_system_score_codex":0.00008906223,"about_ca_system_score_gemma":0.000044694803,"threshold_uncertainty_score":0.7789657},"labels":[],"label_agreement":null},{"id":"W4407177351","doi":"10.11647/obp.0409.03","title":"Three Arabic Fishing Songs from the Musandam Peninsula","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge semitic languages and cultures","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Fishing; Arabic; Peninsula; Fishery; Geography; Linguistics; Archaeology; Biology; Philosophy","score_opus":0.008735158237037535,"score_gpt":0.2661481856558979,"score_spread":0.25741302741886035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407177351","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030697875,0.03950855,0.000008813576,0.0033480935,0.0005254772,0.00030958533,0.00055889384,0.00011068851,0.9525601],"genre_scores_gemma":[0.043978404,0.0027595805,0.000055288136,0.0021567247,0.0021542085,0.000020572772,0.00023339635,0.000025988624,0.94861585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868995,0.00003900694,0.00019832776,0.00038872205,0.0003733556,0.00031064168],"domain_scores_gemma":[0.9991158,0.00027270918,0.000110931476,0.00026958477,0.000119278215,0.00011166731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017658266,0.0002847232,0.0003374814,0.000022686032,0.0010328565,0.00033031436,0.00042207577,0.00039132143,0.0004276683],"category_scores_gemma":[0.00021283077,0.00019724849,0.00016091303,0.00004361076,0.0005469571,0.00010368995,0.00014058955,0.00040884112,0.000039193663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012273857,0.0000067912197,0.00015273811,0.000027418482,0.00010008013,0.00007371289,0.0074356957,1.1049667e-7,0.000011840198,0.40863124,0.5740744,0.009473703],"study_design_scores_gemma":[0.00013750748,0.000017230352,0.0007402441,0.00027533004,0.00020342927,0.0000027336368,0.0036166855,0.0000015105348,0.0000039381134,0.007784872,0.98693836,0.00027816868],"about_ca_topic_score_codex":0.01788745,"about_ca_topic_score_gemma":0.014655052,"teacher_disagreement_score":0.41286394,"about_ca_system_score_codex":0.000104183586,"about_ca_system_score_gemma":0.00017731448,"threshold_uncertainty_score":0.9886525},"labels":[],"label_agreement":null},{"id":"W4407177434","doi":"10.11647/obp.0409","title":"Harvesting the Sea in Southeastern Arabia","year":2025,"lang":"en","type":"book","venue":"Cambridge semitic languages and cultures","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geography; Oceanography; Environmental science; Geology","score_opus":0.008142139669221947,"score_gpt":0.2800766399161278,"score_spread":0.27193450024690585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407177434","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022845455,0.017866435,0.0000014406256,0.001160058,0.00028071596,0.0002717568,0.00013512713,0.000058534435,0.9779414],"genre_scores_gemma":[0.02157337,0.0003770531,0.000009792486,0.0008550741,0.0006812399,0.000020670519,0.00005481241,0.000010769021,0.97641724],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882495,0.00014233652,0.00018303463,0.000274694,0.00025456346,0.0003204244],"domain_scores_gemma":[0.99942434,0.00018405556,0.00007837169,0.00016822998,0.0000697261,0.000075287004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030960236,0.00019736904,0.00026439948,0.00004047053,0.0004991275,0.00019359733,0.0002910055,0.00026729246,0.000046828794],"category_scores_gemma":[0.0002880189,0.00013879014,0.000081025624,0.00010298647,0.0004318675,0.000067010245,0.00009165959,0.0003551547,0.000021860305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002110776,0.000031733252,0.0025374603,0.00032679652,0.00008117826,0.00024205861,0.034490902,0.000002136185,0.000009376667,0.26042244,0.6852046,0.016630167],"study_design_scores_gemma":[0.00012282412,0.000012730007,0.0012255536,0.00041703632,0.00006237562,0.000004351007,0.0072535304,0.0000015770797,0.0000018743806,0.0011579237,0.989533,0.00020718896],"about_ca_topic_score_codex":0.007344511,"about_ca_topic_score_gemma":0.011631851,"teacher_disagreement_score":0.30432838,"about_ca_system_score_codex":0.000120739474,"about_ca_system_score_gemma":0.00039803522,"threshold_uncertainty_score":0.9992657},"labels":[],"label_agreement":null},{"id":"W4407177435","doi":"10.11647/obp.0409.00","title":"Harvesting the Sea in Southeastern Arabia","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge semitic languages and cultures","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geography; Oceanography; Geology","score_opus":0.009404312504907525,"score_gpt":0.2750663786647689,"score_spread":0.2656620661598614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407177435","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015862258,0.01501597,0.00000142272,0.0012607869,0.00022637559,0.00023155616,0.00011687689,0.000051799136,0.981509],"genre_scores_gemma":[0.056027383,0.00050694065,0.000012053786,0.000769756,0.0004976148,0.0000114967315,0.000030000538,0.000011783895,0.94213295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989968,0.00006317913,0.00017710736,0.00026188768,0.00023313085,0.0002678892],"domain_scores_gemma":[0.9994905,0.00013534697,0.000075526536,0.00015999052,0.000066830304,0.00007183248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024470847,0.00019708685,0.00024588523,0.00003834936,0.00045061286,0.00015752377,0.00023868005,0.00024739074,0.000087071894],"category_scores_gemma":[0.00018091784,0.00013956583,0.00008178985,0.0000479739,0.0004111928,0.000059953123,0.00008369198,0.00031542446,0.000025969694],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014096048,0.0000119112565,0.0010876174,0.0001237464,0.000053227825,0.00015757626,0.013931373,8.147719e-7,0.000007931839,0.8933052,0.07381839,0.017488116],"study_design_scores_gemma":[0.00011597257,0.0000137860625,0.0007853414,0.00039481913,0.000064929874,0.000005131597,0.004898022,0.000001681625,0.0000022570289,0.0020807413,0.99141484,0.00022248599],"about_ca_topic_score_codex":0.0067359726,"about_ca_topic_score_gemma":0.01045415,"teacher_disagreement_score":0.91759646,"about_ca_system_score_codex":0.00006469705,"about_ca_system_score_gemma":0.0001374019,"threshold_uncertainty_score":0.9998783},"labels":[],"label_agreement":null},{"id":"W4407177891","doi":"10.11647/obp.0409.01","title":"A Typology of Fish Names in Kumzari","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge semitic languages and cultures","topic":"Linguistics and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Typology; Fish <Actinopterygii>; Fishery; Geography; Biology; Archaeology","score_opus":0.012387412816235581,"score_gpt":0.2513781857992815,"score_spread":0.2389907729830459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407177891","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009096608,0.017610444,2.643416e-7,0.00030784842,0.0002927342,0.00013945007,0.00058175816,0.000026255791,0.98013157],"genre_scores_gemma":[0.044118218,0.0020704246,0.00001386745,0.0008446882,0.00052468193,0.000008781134,0.00013652304,0.000016241385,0.9522666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919164,0.000009755883,0.00028141547,0.00024502486,0.00009853299,0.00017362538],"domain_scores_gemma":[0.9995308,0.00005178489,0.000115410476,0.00012926382,0.00013959709,0.000033130764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004591821,0.00025331057,0.00048051044,0.00006345687,0.0001107145,0.000056547484,0.0001146636,0.00015039374,0.0004897735],"category_scores_gemma":[0.00007380208,0.00017411381,0.000104845654,0.00000831257,0.00037544707,0.000020804986,0.00009689566,0.00021652234,0.000006996401],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005887854,0.000012996575,0.000020955165,0.00024069496,0.00011058128,0.000041503285,0.0052406616,1.03060614e-7,0.0000075054286,0.8751674,0.11826993,0.0008817753],"study_design_scores_gemma":[0.00027464877,0.000051127543,0.00016677489,0.0005018127,0.00013276386,0.000005757253,0.0065734237,0.000002116779,0.000022607706,0.0019427409,0.9900446,0.00028160858],"about_ca_topic_score_codex":0.00039991658,"about_ca_topic_score_gemma":0.002313775,"teacher_disagreement_score":0.8732247,"about_ca_system_score_codex":0.000019138226,"about_ca_system_score_gemma":0.000023586514,"threshold_uncertainty_score":0.7100155},"labels":[],"label_agreement":null},{"id":"W4415956010","doi":"10.11647/obp.0498.01","title":"Passing Down a Corpus of Reminders For the Peshiṭta and the Harklean Bibles","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge semitic languages and cultures","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Redeemer University","funders":"","keywords":"Sample (material); Character (mathematics); New Testament; Biblical studies; Compiler","score_opus":0.013602892109173264,"score_gpt":0.2969881455710108,"score_spread":0.2833852534618375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415956010","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008923755,0.13313265,0.00006427771,0.004165281,0.00047058525,0.0005703944,0.00017833892,0.000029368088,0.8612999],"genre_scores_gemma":[0.0353246,0.014060509,0.000060181403,0.00077710784,0.0010070235,0.000033295324,0.000014459843,0.000014468147,0.94870836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920213,0.000034636625,0.00019076659,0.00020950683,0.00018918305,0.00017377298],"domain_scores_gemma":[0.99806505,0.0014800816,0.00013738444,0.0001370872,0.00013370726,0.000046670975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037147323,0.00016890482,0.00033618373,0.00003652101,0.00095092034,0.00007884839,0.00017027612,0.00014553888,0.000021389966],"category_scores_gemma":[0.0010355638,0.00008021747,0.00012586311,0.00004408275,0.0015030418,0.000014167137,0.0000659888,0.00016782132,5.3671266e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031334363,0.0000037132313,0.000013535323,0.00014159874,0.00015705213,0.0000041968337,0.011695532,1.18137535e-7,0.000005217078,0.8232108,0.14979954,0.014937377],"study_design_scores_gemma":[0.0003715592,0.000016041382,0.000070108275,0.00026893575,0.00039234193,0.000002301782,0.012136161,0.000006614997,0.0000054990596,0.003058716,0.98353285,0.00013888774],"about_ca_topic_score_codex":0.0012901274,"about_ca_topic_score_gemma":0.0005876523,"teacher_disagreement_score":0.8337333,"about_ca_system_score_codex":0.000030793308,"about_ca_system_score_gemma":0.00007156898,"threshold_uncertainty_score":0.73138064},"labels":[],"label_agreement":null}]}