{"meta":{"query_hash":"176ec267d957","filters":{"venue":"Zeitschrift für Sprachwissenschaft"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/176ec267d957","api":"https://metacan.xera.ac/api/v1/cohort?venue=Zeitschrift+f%C3%BCr+Sprachwissenschaft"},"results":[{"id":"W2019641657","doi":"10.1515/zfsw.2009.001","title":"Vorwort zu dieser Nummer","year":2009,"lang":"de","type":"article","venue":"Zeitschrift für Sprachwissenschaft","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematics","score_opus":0.028059445066127217,"score_gpt":0.2524562925739746,"score_spread":0.22439684750784739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019641657","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":[0.014410607,0.05911431,0.0004625671,0.006638759,0.025180511,0.0007916185,0.0011593896,0.00025523058,0.891987],"genre_scores_gemma":[0.5981743,0.005007215,0.0010535687,0.0026975037,0.0024368637,0.000017338925,0.000081262726,0.00009619705,0.39043576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938449,0.00006311066,0.0020134326,0.0020909077,0.00019928737,0.001788362],"domain_scores_gemma":[0.99632335,0.00014544133,0.0011354963,0.0016489057,0.00015946201,0.0005873535],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016968689,0.0009289847,0.0017388177,0.00068504136,0.0007988943,0.00069356366,0.001012707,0.0005407802,0.023453314],"category_scores_gemma":[0.00045886775,0.0011084703,0.00078037294,0.0007622591,0.0004000645,0.0009857686,0.0003821164,0.0008228057,0.22936273],"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":[0.00010635741,0.0005579586,0.010578438,0.00005556222,0.0007634646,0.0001432205,0.0017070593,0.00015566149,0.00003658133,0.36009988,0.6232176,0.0025782273],"study_design_scores_gemma":[0.0012844881,0.00023495278,0.015637437,0.00007963171,0.00013885277,0.000015573498,0.0008181146,0.0010021024,0.00010043399,0.0012100071,0.9781447,0.0013337061],"about_ca_topic_score_codex":0.00022376244,"about_ca_topic_score_gemma":0.00001550563,"teacher_disagreement_score":0.58376366,"about_ca_system_score_codex":0.00006875102,"about_ca_system_score_gemma":0.00008511756,"threshold_uncertainty_score":0.99913657},"labels":[],"label_agreement":null},{"id":"W3121787291","doi":"10.1515/zfs-2020-2018","title":"Optional agreement in Santiago Tz’utujil (Mayan) is syntactic","year":2020,"lang":"en","type":"article","venue":"Zeitschrift für Sprachwissenschaft","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":7,"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":"Jacobs Research Funds; Social Sciences and Humanities Research Council of Canada; Cosmos Club Foundation; National Science Foundation","keywords":"Syntax; Complement (music); Agreement; Argument (complex analysis); Computer science; Specifier; Linguistics; Base (topology); Position (finance); Control (management); Artificial intelligence; Mathematics; Philosophy","score_opus":0.03781004601182147,"score_gpt":0.27671638693593936,"score_spread":0.2389063409241179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121787291","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29743806,0.0010720162,0.003072226,0.37057656,0.0051792976,0.0017590733,0.0003637347,0.00076927524,0.31976977],"genre_scores_gemma":[0.9891046,0.000049186943,0.0017736357,0.004442235,0.0034465932,0.000025406538,0.000071422844,0.00007285511,0.001014022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969867,0.00015011984,0.00080867024,0.0007257963,0.0007190318,0.0006096908],"domain_scores_gemma":[0.9985464,0.00029544273,0.00032626133,0.0003740355,0.00023443226,0.0002234325],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048681916,0.00041969033,0.00048984634,0.00022194981,0.0003847462,0.000338943,0.00036541652,0.00014307366,0.010636546],"category_scores_gemma":[0.0008805204,0.0004300888,0.00018396022,0.00015316994,0.00018107607,0.00037416277,0.00015838687,0.0004996957,0.0032914737],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009773747,0.00023744171,0.0029077975,0.00013571998,0.0001447128,0.00014539847,0.034061894,0.00014780172,0.0007852676,0.95683056,0.0038732172,0.0006324413],"study_design_scores_gemma":[0.006301371,0.0012919415,0.011332917,0.0006981011,0.00062828185,0.0001108849,0.030610127,0.028435986,0.006741117,0.021540457,0.88877577,0.003533058],"about_ca_topic_score_codex":0.0013483712,"about_ca_topic_score_gemma":0.0007816088,"teacher_disagreement_score":0.9352901,"about_ca_system_score_codex":0.00002589603,"about_ca_system_score_gemma":0.00012980425,"threshold_uncertainty_score":0.9998151},"labels":[],"label_agreement":null},{"id":"W3126018764","doi":"10.1515/zfs-2020-2014","title":"The influence of aspect on the countability of Polish deverbal nominalizations: Evidence from an acceptability rating study","year":2021,"lang":"en","type":"article","venue":"Zeitschrift für Sprachwissenschaft","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":1,"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 Alberta","funders":"Humboldt-Universität zu Berlin; Fundacja na rzecz Nauki Polskiej","keywords":"Nominalization; Linguistics; Countable set; Meaning (existential); Psychology; Computer science; Mathematics; Noun; Philosophy","score_opus":0.0419213333474043,"score_gpt":0.3201467967713343,"score_spread":0.27822546342393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126018764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920515,0.00018809694,0.00010250803,0.004617292,0.0005415631,0.00066439604,0.00010063357,0.00004735167,0.0016866893],"genre_scores_gemma":[0.99886596,0.000018998024,0.00029095408,0.0001404542,0.00054477487,0.000030030018,0.000016938162,0.000025605785,0.00006628806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9964157,0.0010467602,0.0010089637,0.0005102879,0.0007367288,0.00028155593],"domain_scores_gemma":[0.9907979,0.005170213,0.00070821727,0.0014245019,0.0018324828,0.00006672295],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002310081,0.00025174115,0.0004023478,0.000044400156,0.00081191893,0.0003111364,0.0006066269,0.000066632376,0.00084654393],"category_scores_gemma":[0.019084971,0.00016856461,0.000119429504,0.00017147983,0.0005309431,0.00045179974,0.00018493285,0.00031104035,0.000020527737],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021946405,0.0013138033,0.20258945,0.000081225655,0.00025624468,0.000012308694,0.14640024,0.0011600299,0.0027919116,0.6444879,0.00006158866,0.00062580797],"study_design_scores_gemma":[0.00058086275,0.00052751036,0.82644147,0.00028752643,0.00033342736,0.000004299302,0.14700702,0.0017515677,0.009535227,0.011469444,0.0016045619,0.00045710956],"about_ca_topic_score_codex":0.014671356,"about_ca_topic_score_gemma":0.027996982,"teacher_disagreement_score":0.6330185,"about_ca_system_score_codex":0.000024866631,"about_ca_system_score_gemma":0.000331144,"threshold_uncertainty_score":0.99189},"labels":[],"label_agreement":null},{"id":"W3165787492","doi":"10.1515/zfs-2021-2025","title":"Diversity and divergence in bilingual acquisition","year":2021,"lang":"en","type":"article","venue":"Zeitschrift für Sprachwissenschaft","topic":"Language Development and Disorders","field":"Psychology","cited_by":9,"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 Calgary","funders":"","keywords":"Neuroscience of multilingualism; Linguistics; Divergence (linguistics); Psychology; Developmental linguistics; Second-language acquisition; Rule-based machine translation; Affect (linguistics); Theoretical linguistics; Language acquisition; Linguistic universal; Comprehension approach; Natural language; Philosophy","score_opus":0.018519614788269186,"score_gpt":0.31072574146856535,"score_spread":0.29220612668029616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165787492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688456,0.0025784262,0.00014043051,0.00055672834,0.00065283966,0.00012737916,0.0000073586048,0.000080083555,0.027011147],"genre_scores_gemma":[0.9955484,0.000091795744,0.00051545375,0.00064832834,0.00008606718,0.000005327714,0.000031185118,0.000016415926,0.0030569972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848557,0.00014767417,0.00023864636,0.00051949144,0.00021460287,0.00039402867],"domain_scores_gemma":[0.99932426,0.0001100089,0.0000681075,0.0002945185,0.00008160245,0.000121510144],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029405698,0.0001835189,0.00021490117,0.00013923357,0.00053408166,0.000023857843,0.00013729098,0.00015916438,0.0025900302],"category_scores_gemma":[0.00012722274,0.00018944114,0.000052921907,0.00038740225,0.000074729316,0.00017246355,0.0010524302,0.00023189286,0.00023869754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109665954,0.0002432645,0.93911827,0.000022871125,0.0000568252,0.002062002,0.027434383,0.0000059097756,0.001413857,0.023503605,0.0008752028,0.005154177],"study_design_scores_gemma":[0.0016335517,0.00004793803,0.97728425,0.00003131224,0.00002961129,0.00014422544,0.009474366,0.000028484079,0.0011593167,0.00025625978,0.009489626,0.00042107934],"about_ca_topic_score_codex":0.00061008695,"about_ca_topic_score_gemma":0.0005173137,"teacher_disagreement_score":0.038165994,"about_ca_system_score_codex":0.000006764768,"about_ca_system_score_gemma":0.00005928222,"threshold_uncertainty_score":0.9983217},"labels":[],"label_agreement":null},{"id":"W4249167255","doi":"10.1515/zfsw.2010.010","title":"Rezensionen","year":2010,"lang":"de","type":"article","venue":"Zeitschrift für Sprachwissenschaft","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Weyerhauser (Canada)","funders":"","keywords":"Geology","score_opus":0.018869967606983944,"score_gpt":0.26989657365200465,"score_spread":0.2510266060450207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249167255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3241207,0.0047268136,0.0008680343,0.20313723,0.15178691,0.0026626969,0.000782938,0.0017615124,0.31015316],"genre_scores_gemma":[0.9492163,0.00022044427,0.0033722038,0.0009679452,0.030539362,0.00002242737,0.00023664652,0.00026381292,0.015160861],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99471813,0.0002663662,0.0013901566,0.0012357897,0.0010791769,0.0013103831],"domain_scores_gemma":[0.994883,0.00071839016,0.0008560478,0.0018542391,0.0011166589,0.0005716442],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014304185,0.0009332613,0.00094358216,0.00047432163,0.00147073,0.001248836,0.00078483036,0.00074815063,0.012260617],"category_scores_gemma":[0.0036916009,0.0009393301,0.00045200696,0.00019014941,0.0006730399,0.00046562986,0.0003616886,0.0023099654,0.021129025],"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":[0.000095727504,0.00039974568,0.0006805365,0.00014267919,0.00036939667,0.00026555086,0.014705133,0.000009266547,0.0071079913,0.96484613,0.009091333,0.002286499],"study_design_scores_gemma":[0.0011979367,0.00022195482,0.0019775308,0.00020376216,0.0008175538,0.00007250215,0.00286046,0.0019402697,0.0020531048,0.012996954,0.9742568,0.001401151],"about_ca_topic_score_codex":0.003550483,"about_ca_topic_score_gemma":0.003092508,"teacher_disagreement_score":0.9651655,"about_ca_system_score_codex":0.000015130622,"about_ca_system_score_gemma":0.00029530772,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null}]}