{"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":"feabb4e842c6","filters":{"venue":"Acta Linguistica Academica"}},"results":[{"id":"W3184558981","doi":"10.1556/2062.2021.00501","title":"Deriving Level 1/Level 2 affix classes in English: Floating vowels, cyclic syntax","year":2021,"lang":"en","type":"article","venue":"Acta Linguistica Academica","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Affix; Linguistics; Vowel; Merge (version control); Computer science; Grammar; Natural language processing; Philosophy","authors":[{"name":"Heather Newell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06818202807611835,"gpt":0.2765989799260074,"spread":0.2084169518498891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000713288,0.000459027,0.0006330169,0.0002807128,0.000469083,0.0004065642,0.0005614829,0.0003897331,0.001233367],"category_scores_gemma":[0.06187803,0.0005069266,0.0001537224,0.0002310313,0.0002298671,0.0001976312,0.0003343348,0.001272262,0.0001287764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002397078,"about_ca_system_score_gemma":0.0003309236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041928,"about_ca_topic_score_gemma":0.00232034,"domain_scores_codex":[0.996326,0.0002223182,0.00113027,0.0008342406,0.0005921479,0.0008950114],"domain_scores_gemma":[0.9958813,0.001995814,0.0003961195,0.000562573,0.0009593556,0.0002047928],"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":[0.00006054351,0.0005687303,0.008186576,0.0004341814,0.0002685973,0.0003681009,0.1559144,0.00003609998,0.0109177,0.8166238,0.003309145,0.003312142],"study_design_scores_gemma":[0.004064667,0.000238807,0.02408675,0.0037108,0.0008996689,0.0001068309,0.06398541,0.0116086,0.02879275,0.2242534,0.6331956,0.005056655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7601783,0.001009056,0.002311449,0.02617528,0.02056413,0.001104499,0.0008113062,0.001518302,0.1863277],"genre_scores_gemma":[0.9808766,0.0001006071,0.006245383,0.0006838738,0.01019243,0.00002348391,0.0001312459,0.0001098785,0.001636452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6298865,"threshold_uncertainty_score":0.9997382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400171421","doi":"10.1556/2062.2024.00731","title":"A chapter from the history of labial harmony in Hungarian: A curious case of alternation and variability","year":2024,"lang":"en","type":"article","venue":"Acta Linguistica Academica","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Pázmány Péter Katolikus Egyetem; Federation for the Humanities and Social Sciences","keywords":"Harmony (color); Alternation (linguistics); History; Art; Philosophy; Linguistics; Visual arts","authors":[{"name":"András Cser","is_ca":false},{"name":"Beatrix Oszkó","is_ca":false},{"name":"Zsuzsa Várnai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02539461625174781,"gpt":0.2472965708513862,"spread":0.2219019545996384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004415103,0.0001001715,0.0001706718,0.00006240785,0.00003759342,0.00002304571,0.0001148696,0.00008227894,0.0004964193],"category_scores_gemma":[0.002121099,0.00007567443,0.00004245723,0.0000211777,0.0003797955,0.00003303443,0.00006071561,0.0003278488,0.000002441358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008275407,"about_ca_system_score_gemma":0.00006405303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007200238,"about_ca_topic_score_gemma":0.0006232045,"domain_scores_codex":[0.9991277,0.00006129962,0.0003660582,0.0002124956,0.0001176138,0.0001148375],"domain_scores_gemma":[0.9989424,0.0006544443,0.00009777023,0.0001643287,0.0001088363,0.00003219724],"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":[0.00005023581,0.00005019314,0.0002923697,0.0001127464,0.00005477038,0.0001518376,0.09254639,6.832325e-7,0.001641014,0.900465,0.002830661,0.00180417],"study_design_scores_gemma":[0.000459457,0.00008227878,0.0006040889,0.0003226028,0.0002230687,0.00003654821,0.0009086488,0.01467716,0.0001859416,0.06313784,0.9190965,0.0002658653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261085,0.008231191,0.000101822,0.002092114,0.006442831,0.0004753242,0.0006170481,0.00009045756,0.05584073],"genre_scores_gemma":[0.9976357,0.00007354475,0.0001062776,0.0001519252,0.00169211,0.000005710817,0.0000133182,0.0000130917,0.0003083246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9162658,"threshold_uncertainty_score":0.9994109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283011792","doi":"10.1556/2062.2022.00537","title":"The Hungarian question tag mi? As characterized by dependent and independent commitments","year":2022,"lang":"en","type":"article","venue":"Acta Linguistica Academica","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Utterance; Proposition; Presupposition; Context (archaeology); Linguistics; Set (abstract data type); Subject (documents); Psychology; Computer science; History; Philosophy; World Wide Web","authors":[{"name":"Angelika Kiss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01953801784001498,"gpt":0.2790761227959244,"spread":0.2595381049559094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006796664,0.0001949712,0.000188533,0.00005311938,0.002077969,0.0004290417,0.0007708363,0.0000753052,0.001336495],"category_scores_gemma":[0.0003402462,0.0001577143,0.00004786966,0.00003468114,0.0003400516,0.0001108497,0.0005716992,0.000956542,0.00004101254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009289062,"about_ca_system_score_gemma":0.00007257932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003560334,"about_ca_topic_score_gemma":0.0001011047,"domain_scores_codex":[0.9981264,0.0004026727,0.0003826827,0.0002823813,0.000482607,0.0003231893],"domain_scores_gemma":[0.9986583,0.0004186245,0.0002546934,0.0004712933,0.00008923648,0.0001078295],"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":[0.0002729119,0.0002768018,0.0004249529,0.00003298486,0.0002694184,0.00002124525,0.02718314,0.000001071305,0.006638487,0.9373743,0.02350888,0.003995792],"study_design_scores_gemma":[0.0004958118,0.00008528921,0.0001570234,0.00001328126,0.00006602708,0.00001720935,0.01135846,0.00002671008,0.0002655659,0.009725763,0.9775537,0.0002351206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5496866,0.009972582,0.00003706155,0.02895287,0.004051816,0.002788805,0.001367129,0.0008053231,0.4023379],"genre_scores_gemma":[0.9906715,0.0004433235,0.00003113455,0.001044715,0.0005149478,0.0002945172,0.0002021724,0.00003274128,0.006764926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9540449,"threshold_uncertainty_score":0.9995764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}