{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"103094b32d82","filters":{"venue":"Asia-Pacific Language Variation"}},"results":[{"id":"W2599386179","doi":"10.1075/aplv.2.2.02tse","title":"Variation and change in Toronto heritage Cantonese","year":2016,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Variation (astronomy); Linguistics; Phonology; Vowel; Assimilation (phonology); Sound change; Psychology","authors":[{"name":"Holman Tse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01660598615215263,"gpt":0.3048560321174989,"spread":0.2882500459653463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005104637,0.0002308274,0.0002046751,0.001390559,0.0019093,0.001100985,0.0002910394,0.0001743545,0.003130834],"category_scores_gemma":[0.001419191,0.0001162616,0.0001262078,0.002177852,0.001208268,0.0002443078,0.0009848718,0.0002454647,0.0001666199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006326985,"about_ca_system_score_gemma":0.002288898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7821876,"about_ca_topic_score_gemma":0.9240961,"domain_scores_codex":[0.9995533,0.000084764,0.00001770046,0.0001040009,0.000117546,0.0001226828],"domain_scores_gemma":[0.998997,0.0002195433,0.0001706183,0.00008964058,0.0003770577,0.0001461399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004378696,0.00002999827,0.7386754,0.0001465494,0.00008122328,0.001741466,0.1685371,0.0003865013,0.02744204,0.002302256,0.001799226,0.05842033],"study_design_scores_gemma":[0.000001442887,0.00001384552,0.9865525,0.000008631174,0.000005894634,0.00007952689,0.01096062,0.00008080598,0.000378204,0.00003291389,0.001878562,0.000006986059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973137,0.0001259013,0.00007186696,0.00003560367,0.000003360269,0.00000469682,0.0002634695,0.000002077949,0.002179303],"genre_scores_gemma":[0.9988926,0.000044749,0.00007586124,0.000005692372,0.000001333448,0.000003651347,0.000147665,0.000001965888,0.0008265519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2178124,"threshold_uncertainty_score":0.4381902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952234295","doi":"10.1075/aplv.17001.nag","title":"Classifier use in Heritage and Hong Kong Cantonese","year":2019,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Heritage language; Homeland; Noun; Linguistics; Classifier (UML); Psychology; History; Computer science; Artificial intelligence; Political science","authors":[{"name":"Naomi Nagy","is_ca":true},{"name":"Samuel Lo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03116043850287978,"gpt":0.3666992633962405,"spread":0.3355388248933607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008277947,0.0003401551,0.0002588278,0.0009114749,0.001107333,0.001274985,0.0003012611,0.0002770791,0.003154994],"category_scores_gemma":[0.002007139,0.0002061485,0.0001502651,0.001054406,0.0007765982,0.0004794078,0.0006119877,0.000275108,0.0004365254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302435,"about_ca_system_score_gemma":0.0007052506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2198628,"about_ca_topic_score_gemma":0.3693239,"domain_scores_codex":[0.9995663,0.00009047084,0.0000376519,0.0001139358,0.00009828424,0.00009338285],"domain_scores_gemma":[0.9980986,0.0006067592,0.0004085459,0.0001544718,0.0004889097,0.0002426903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003194423,0.00006528189,0.9188752,0.0000690417,0.00006672213,0.0009749314,0.05314556,0.00009214566,0.009922715,0.00018643,0.0005612454,0.01572134],"study_design_scores_gemma":[0.000004275221,0.00004955761,0.9883779,0.0000114538,0.00001227721,0.0002189443,0.009737154,0.0001581409,0.0006636878,0.00002095558,0.0007322943,0.00001343512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999377,0.00002384269,0.00001082629,0.000008389836,0.000001097237,0.000002258606,0.00008488227,9.312532e-7,0.0004909352],"genre_scores_gemma":[0.9986516,0.00005396576,0.00005557171,0.00001269079,0.000001089461,0.000005801406,0.0002581306,0.000003246352,0.0009579705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2198628,"threshold_uncertainty_score":0.4371662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951717695","doi":"10.1075/aplv.19001.tse","title":"Vowel shifts in Cantonese?","year":2019,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Vowel; Linguistics; Variation (astronomy); Mid vowel; Sociology; History","authors":[{"name":"Holman Tse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009274156627147373,"gpt":0.283251597745186,"spread":0.2739774411180386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007316439,0.0002010483,0.0001674712,0.0006899277,0.001235047,0.001084218,0.0002369391,0.0001868968,0.002308121],"category_scores_gemma":[0.001585599,0.0001068688,0.0001040585,0.001128891,0.001772622,0.0004311748,0.0007666832,0.0003133253,0.0001781906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389908,"about_ca_system_score_gemma":0.00123882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1981715,"about_ca_topic_score_gemma":0.2831953,"domain_scores_codex":[0.9994689,0.0001240378,0.00003092609,0.0001294475,0.0001198809,0.0001268605],"domain_scores_gemma":[0.9990485,0.0002724174,0.0001761018,0.0001114957,0.0003027061,0.00008866115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001033479,0.00004265589,0.5379724,0.0002185268,0.00008624635,0.002103277,0.200898,0.0008582801,0.07770227,0.0130396,0.001692451,0.1643528],"study_design_scores_gemma":[0.000007888223,0.00007915039,0.9542847,0.00003555428,0.00001596938,0.000334162,0.03521753,0.000452707,0.002728492,0.0009032339,0.005913433,0.0000271392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927858,0.0002188374,0.0003236367,0.0001403065,0.00001093478,0.000006352625,0.00008182607,0.000005006068,0.006427305],"genre_scores_gemma":[0.9994062,0.00004142752,0.0001178913,0.00001199239,0.000001880264,0.000001864586,0.00002737062,0.000001621372,0.0003896792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1981715,"threshold_uncertainty_score":0.3940361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400834046","doi":"10.1075/aplv.23009.che","title":"Variation in Asian and Pacific Islander North American English","year":2024,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":4,"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":"Variation (astronomy); Pacific islanders; Geography; Demography; History; Sociology; Population; Astronomy","authors":[{"name":"Andrew Cheng","is_ca":false},{"name":"Lauretta S. P. Cheng","is_ca":false},{"name":"Wilkinson Daniel Wong Gonzales","is_ca":false},{"name":"Pocholo Umbal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007324891886283855,"gpt":0.2659515504398486,"spread":0.2586266585535648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001616491,0.0001083831,0.0002560841,0.00263137,0.0005118157,0.001011936,0.0003388005,0.0001561688,0.001950167],"category_scores_gemma":[0.005258183,0.00006485711,0.0002174946,0.004573738,0.0007451309,0.000649295,0.0006720847,0.0002493226,0.0001260868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005116143,"about_ca_system_score_gemma":0.001034492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02211508,"about_ca_topic_score_gemma":0.05139393,"domain_scores_codex":[0.9985713,0.000462822,0.0002373395,0.0002606316,0.00040977,0.00005810061],"domain_scores_gemma":[0.9961616,0.001859885,0.0008660064,0.0001081038,0.0008897363,0.0001146728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002540147,0.00009704573,0.6008275,0.008838942,0.00107251,0.002826294,0.09600878,0.0002016244,0.004367429,0.007062652,0.003394264,0.2750489],"study_design_scores_gemma":[0.000004381603,0.00005374443,0.9494119,0.001268008,0.0002637912,0.0008819152,0.03317838,0.00007770785,0.0003342366,0.001042829,0.01346366,0.00001943104],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437264,0.03677977,0.0004393988,0.0009343308,0.00009488729,0.00002682892,0.001030511,0.000007126945,0.01696082],"genre_scores_gemma":[0.987181,0.01098766,0.0003830304,0.0001933993,0.00003376235,0.00003404566,0.0004164693,0.000005981923,0.0007645169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02211508,"threshold_uncertainty_score":0.04397273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613234643","doi":"10.1075/aplv.3.1.03jin","title":"Parallel Voice Onset Time shift in Chinese Korean","year":2017,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"China; Language contact; Feature (linguistics); Linguistics; History; Language change; Korean language; Power (physics); Southern china; Physics","authors":[{"name":"Wenhua Jin","is_ca":false},{"name":"David J. Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01189120460006612,"gpt":0.3049999539019698,"spread":0.2931087493019037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000193668,0.0001642104,0.000151362,0.0007090201,0.0002903881,0.0003040974,0.0001693484,0.0001902491,0.002608435],"category_scores_gemma":[0.0007698547,0.00007879324,0.0001352637,0.000668856,0.0002877251,0.0002427572,0.0003868044,0.0002192942,0.0002535682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512246,"about_ca_system_score_gemma":0.0002232345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005803445,"about_ca_topic_score_gemma":0.007827261,"domain_scores_codex":[0.9999001,0.000009378166,0.00000936017,0.00003933457,0.00002209512,0.00001975335],"domain_scores_gemma":[0.999513,0.0001155312,0.000120573,0.00004475028,0.0001447657,0.00006137049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001455371,0.00007250822,0.2464884,0.0002819249,0.00007273504,0.002612437,0.01278919,0.0001699959,0.689446,0.0006512156,0.0003735363,0.04558668],"study_design_scores_gemma":[0.00001653534,0.0001628842,0.9847344,0.00001344887,0.00003506741,0.001067735,0.00313961,0.000223978,0.009134241,0.0001613051,0.001288844,0.00002201405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985514,0.00007078816,0.0002041994,0.00001292463,0.000008681832,0.000006797611,0.0001233618,0.000004804083,0.001016984],"genre_scores_gemma":[0.9992724,0.00003878091,0.0001506127,0.00001136254,0.000004080623,0.000006683842,0.0001246395,0.00000584127,0.000385564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005803445,"threshold_uncertainty_score":0.01153934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2304391789","doi":"10.1075/aplv.1.2.01cha","title":"Professor Sibata’s <i>haha</i> and other sociolinguistic insights","year":2015,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":3,"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":"Sociolinguistics; Dialectology; Variation (astronomy); Linguistics; Sociology; Sociolinguistics of sign languages; Perspective (graphical); Philosophy; Art","authors":[{"name":"J. K. Chambers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03164163240538038,"gpt":0.317825459030482,"spread":0.2861838266251017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003772602,0.0004046668,0.0005427956,0.00118727,0.002942384,0.002755862,0.0009502586,0.0013126,0.002631863],"category_scores_gemma":[0.003947804,0.0002021969,0.0004575394,0.001407606,0.005951185,0.005371498,0.002951008,0.004343304,0.000554532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370131,"about_ca_system_score_gemma":0.002005116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756318,"about_ca_topic_score_gemma":0.005041727,"domain_scores_codex":[0.999037,0.0004200142,0.0000549513,0.0001490917,0.0002117554,0.0001272796],"domain_scores_gemma":[0.9976683,0.001312987,0.0001745796,0.0001096707,0.0004588214,0.0002755441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008454282,0.00009002884,0.008262335,0.0003435097,0.00004437221,0.0008268633,0.05340903,0.0004956711,0.002137087,0.7154941,0.1077928,0.1110197],"study_design_scores_gemma":[0.00001399697,0.00008565652,0.009605223,0.0002505387,0.00002757057,0.001544725,0.01815273,0.001704437,0.001529022,0.2631039,0.703905,0.00007720369],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09396507,0.08154123,0.07262906,0.535787,0.01632154,0.0001101805,0.0002817534,0.0002558394,0.1991083],"genre_scores_gemma":[0.766592,0.03538911,0.04184486,0.04750015,0.008373822,0.0002048191,0.0001482336,0.0001453768,0.09980158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003772602,"threshold_uncertainty_score":0.01995164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1921234304","doi":"10.1075/aplv.1.1.02san","title":"The speech community as a social fact","year":2015,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Speech community; Variation (astronomy); Linguistics; Sociology; New guinea; Sociolinguistics; Ethnology","authors":[{"name":"Gillian Sankoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04218692449203506,"gpt":0.3432850342451645,"spread":0.3010981097531295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003985229,0.0002608193,0.0003429178,0.002611841,0.007597966,0.007778986,0.000857401,0.001741939,0.003516356],"category_scores_gemma":[0.005339395,0.000181216,0.0003367253,0.001558411,0.0417955,0.00995419,0.007359581,0.001715069,0.0002949821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630328,"about_ca_system_score_gemma":0.002877214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004984712,"about_ca_topic_score_gemma":0.00481041,"domain_scores_codex":[0.9960411,0.00241876,0.0001165394,0.0005092226,0.0006087276,0.0003057536],"domain_scores_gemma":[0.9957505,0.002138417,0.0005343092,0.0005577515,0.0004551518,0.0005639304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006758844,0.000007159502,0.0007063262,0.00002338416,0.000003838039,0.000110447,0.02337727,0.0001403212,0.00012912,0.9666123,0.001101933,0.007781067],"study_design_scores_gemma":[0.00001079428,0.00002607905,0.002521587,0.0001058641,0.000009510774,0.0002948074,0.02491498,0.0008486827,0.0001653956,0.8000316,0.1710533,0.00001746417],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2499337,0.006693989,0.07796575,0.04872445,0.001047254,0.0001587063,0.0001982453,0.0002002806,0.6150775],"genre_scores_gemma":[0.9878315,0.0005668617,0.004551594,0.0004609769,0.0002578418,0.00004949282,0.0000402297,0.00002413574,0.00621736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007778986,"threshold_uncertainty_score":0.02107614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417191924","doi":"10.1075/aplv.25005.gon","title":"Rethinking (from) the Islands","year":2025,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":2,"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":"Sociolinguistics; Variation (astronomy); Emic and etic; Salience (neuroscience); Generative grammar; Discipline; Colonialism; Multilingualism","authors":[{"name":"Wilkinson Daniel Wong Gonzales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0144265694016885,"gpt":0.2949529764408818,"spread":0.2805264070391933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003741366,0.00043845,0.0004423329,0.002140441,0.002370019,0.003597487,0.001338328,0.0004662552,0.002864842],"category_scores_gemma":[0.006954566,0.0001630599,0.0002013805,0.003079375,0.01606735,0.005288383,0.005440176,0.001921208,0.0001403936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003466781,"about_ca_system_score_gemma":0.002180691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511495,"about_ca_topic_score_gemma":0.02390147,"domain_scores_codex":[0.9971126,0.002011045,0.00007228312,0.0003518371,0.0002967774,0.0001554416],"domain_scores_gemma":[0.9950283,0.002739419,0.0004904636,0.0009092397,0.0006569394,0.0001756683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001070434,0.00002848691,0.02313988,0.0008457271,0.00007499479,0.001332997,0.6557002,0.001249856,0.002824044,0.1836896,0.001762664,0.1292446],"study_design_scores_gemma":[0.00001578406,0.0002590613,0.09180721,0.00135247,0.0001263112,0.0009947793,0.5762272,0.003623418,0.004748142,0.1289814,0.1917691,0.00009507158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9084455,0.006125653,0.02006728,0.007115324,0.000167599,0.00008094495,0.0001525864,0.00007833694,0.05776667],"genre_scores_gemma":[0.9959905,0.000715582,0.002012627,0.0002106525,0.00002804239,0.00001780121,0.00002268736,0.0000305591,0.000971735],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01511495,"threshold_uncertainty_score":0.03005391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416169472","doi":"10.1075/aplv.25006.dav","title":"Switching or selecting?","year":2025,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"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":"Newnham College, University of Cambridge","keywords":"Frame (networking); Theoretical linguistics; Matrix (chemical analysis); Multilingualism; Natural language; Computational linguistics","authors":[{"name":"Hannah Davidson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02509246029427595,"gpt":0.4316098473688594,"spread":0.4065173870745834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002739488,0.0003043944,0.0003695548,0.001393656,0.001558936,0.003910828,0.0006917086,0.000697656,0.008872436],"category_scores_gemma":[0.008170128,0.0002017507,0.0002096715,0.00142054,0.005115353,0.004500431,0.002209199,0.0009093184,0.0009167769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783137,"about_ca_system_score_gemma":0.001182346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004602367,"about_ca_topic_score_gemma":0.003574104,"domain_scores_codex":[0.9970794,0.00135722,0.0000955218,0.0006141757,0.0004632299,0.0003904959],"domain_scores_gemma":[0.9962471,0.002087169,0.0004414245,0.0004601997,0.0004396079,0.000324458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000291276,0.00007063886,0.03606279,0.0002182897,0.00003449012,0.0007541925,0.0998513,0.000570646,0.008153914,0.7420703,0.003588256,0.1083338],"study_design_scores_gemma":[0.0001080529,0.0002180853,0.06039909,0.0005257723,0.0001308133,0.001544378,0.1831219,0.01194882,0.01411864,0.5013725,0.2263636,0.0001483753],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6667603,0.0006568378,0.02938438,0.004426674,0.0001009721,0.00008900632,0.0002741972,0.0002604151,0.2980473],"genre_scores_gemma":[0.995351,0.00008533235,0.001492339,0.0001399587,0.00001783356,0.00001581861,0.00003943608,0.00003172007,0.002826687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008872436,"threshold_uncertainty_score":0.02968132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7123337154","doi":"10.1075/aplv.00023.bar","title":"Talk across the Pacific","year":2025,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","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":"Cline (biology); Multilingualism; Language contact; Selection (genetic algorithm); Key (lock)","authors":[{"name":"Danielle Barth","is_ca":true},{"name":"Laura Arnold","is_ca":true},{"name":"Kira Davey","is_ca":true},{"name":"Caroline Hendy","is_ca":true},{"name":"Keira Mullan","is_ca":true},{"name":"Sam Passmore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007277548324985192,"gpt":0.2883371277753758,"spread":0.2810595794503907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001323686,0.0008734164,0.0005245818,0.003010615,0.007167632,0.006019372,0.0009833842,0.001767907,0.03728293],"category_scores_gemma":[0.002680427,0.000307412,0.0004111967,0.005478306,0.002413976,0.00575872,0.006997006,0.004543408,0.004980005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785189,"about_ca_system_score_gemma":0.004937666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02315819,"about_ca_topic_score_gemma":0.02286951,"domain_scores_codex":[0.9993643,0.000137387,0.00003557143,0.0001213716,0.0001769204,0.0001644615],"domain_scores_gemma":[0.9991327,0.0002888534,0.00007430547,0.00006992345,0.0001761341,0.0002580996],"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":[0.0001122408,0.00004360444,0.005289524,0.002651167,0.00006219211,0.002449616,0.07756338,0.0001746061,0.0008983032,0.1033185,0.573056,0.2343808],"study_design_scores_gemma":[0.000001541394,0.000004686922,0.002213878,0.0006736554,0.00001094181,0.0003420671,0.00939515,0.00001243048,0.00007313165,0.002221778,0.9850416,0.000009256145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01807867,0.1853759,0.001879979,0.1072182,0.04542656,0.00006450913,0.001216619,0.0002554831,0.640484],"genre_scores_gemma":[0.2096357,0.324743,0.002148798,0.08802652,0.03935754,0.0003173198,0.001873224,0.00101107,0.3328868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03728293,"threshold_uncertainty_score":0.1247238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416864840","doi":"10.1075/aplv.25003.umb","title":"Stability in the face of contact","year":2025,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Tagalog; Coarticulation; Vowel; Context (archaeology); Language contact; Face (sociological concept); Multilingualism; Heritage language","authors":[{"name":"Pocholo Umbal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01657902878771821,"gpt":0.3117104941837034,"spread":0.2951314653959852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004716203,0.0000860447,0.0002796655,0.0009219983,0.00126574,0.001818406,0.0002696763,0.0004430581,0.003434864],"category_scores_gemma":[0.005447655,0.0001279416,0.00009311823,0.0008863887,0.00162049,0.0005607819,0.001375091,0.0003157531,0.0002666034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009934405,"about_ca_system_score_gemma":0.0004903514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934716,"about_ca_topic_score_gemma":0.02075709,"domain_scores_codex":[0.9994826,0.0001303768,0.00002391727,0.000118105,0.0001235838,0.000121388],"domain_scores_gemma":[0.9976538,0.0007817745,0.0006005552,0.0002117856,0.0004874988,0.0002646514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006855738,0.00005159137,0.8489076,0.00008084749,0.00009018355,0.003396576,0.07287126,0.0005483821,0.03543351,0.003419215,0.0008041841,0.03371111],"study_design_scores_gemma":[0.000002671648,0.00004290696,0.9714931,0.000009054917,0.00001262632,0.0005835457,0.02489926,0.0004268194,0.0007423866,0.0005216863,0.00125487,0.00001120075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980234,0.00004292309,0.0001089047,0.00005169925,0.000002423313,0.000001588381,0.00003413142,0.000003920008,0.001731027],"genre_scores_gemma":[0.9998,0.00001058835,0.00002073975,0.000004147063,0.000001816226,7.430724e-7,0.00002178352,0.000001344944,0.0001388331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934716,"threshold_uncertainty_score":0.03846908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119502199","doi":"10.1075/aplv.25004.leu","title":"Detecting paths of change in the heritage context","year":2025,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Categorization, perception, and language","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Variation (astronomy); Homeland; Event (particle physics); Context (archaeology); Expression (computer science); Motion (physics); Baseline (sea); Immigration","authors":[{"name":"J. K. Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02366526315307739,"gpt":0.3108701189053335,"spread":0.2872048557522561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005278297,0.000155518,0.0001297633,0.001027296,0.0006695155,0.001228607,0.0002197417,0.0002241401,0.001932962],"category_scores_gemma":[0.002795276,0.0001445314,0.0001270949,0.0008243117,0.0009224073,0.0008095977,0.00111111,0.0002596819,0.0001027842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236135,"about_ca_system_score_gemma":0.0006531358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07745932,"about_ca_topic_score_gemma":0.1153662,"domain_scores_codex":[0.9996909,0.0001147258,0.00001122816,0.00008568374,0.00004362875,0.00005387519],"domain_scores_gemma":[0.9989525,0.0004312105,0.0001759776,0.0001305056,0.0002159969,0.00009368094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005906404,0.00003988004,0.6894703,0.0001816768,0.00006205063,0.001386709,0.1584956,0.001231041,0.05403478,0.007592085,0.0008305355,0.08608471],"study_design_scores_gemma":[0.000006031462,0.00006544908,0.9228869,0.00003962229,0.00001946289,0.0002246347,0.06621306,0.002361762,0.002224188,0.00127464,0.004654017,0.00003015932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955031,0.00006531987,0.001433981,0.0000313808,0.000003598295,0.00001206777,0.0001271535,0.00001283461,0.002810529],"genre_scores_gemma":[0.9989589,0.00002365189,0.0006652247,0.000003965738,6.65462e-7,0.000005743771,0.00007831396,0.000004585225,0.0002588262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07745932,"threshold_uncertainty_score":0.154017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7123352628","doi":"10.1075/aplv.25002.nat","title":"Contrast, context, and contact","year":2025,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Phonetics and Phonology Research","field":"Psychology","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":"Vowel; Mid vowel; Variation (astronomy); Assamese; Contrast (vision); Front (military); Style (visual arts); Vowel length","authors":[{"name":"Saurabh Kumar Nath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0100825427958711,"gpt":0.3143341199372586,"spread":0.3042515771413875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004242561,0.0001489362,0.0001858765,0.0005063514,0.0008009826,0.001889131,0.0002236937,0.0002254421,0.007042076],"category_scores_gemma":[0.004607406,0.00009848839,0.00006709967,0.0004559774,0.001266806,0.0012648,0.002066156,0.0003685312,0.000353966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253319,"about_ca_system_score_gemma":0.0001906002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227523,"about_ca_topic_score_gemma":0.001956625,"domain_scores_codex":[0.9994412,0.000168632,0.00003510094,0.0001577406,0.0001307356,0.00006661548],"domain_scores_gemma":[0.9981501,0.001109594,0.0002503452,0.0001560538,0.0001650717,0.0001688611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001913725,0.0002829207,0.6002479,0.0006587533,0.0001714092,0.003749857,0.09846608,0.0007089878,0.1509673,0.05629952,0.001094681,0.08543887],"study_design_scores_gemma":[0.00003204173,0.0002680831,0.9270779,0.0001088357,0.00006291014,0.001878885,0.04140748,0.0009347798,0.006209367,0.01180538,0.01017284,0.00004154626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760039,0.0002156843,0.0005530988,0.00008495192,0.00001227588,0.00000680207,0.00006170708,0.000008860005,0.02305269],"genre_scores_gemma":[0.9996974,0.00002194963,0.00007878101,0.000007353116,0.000002695609,0.00000149616,0.00001593313,0.000003108151,0.0001711322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007042076,"threshold_uncertainty_score":0.02355808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7118662730","doi":"10.1075/aplv.00022.nag","title":"Insights from the Heritage Language Variation and Change in Toronto Project (HLVC)","year":2025,"lang":"en","type":"article","venue":"Asia-Pacific Language Variation","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Variation (astronomy); Cultural heritage; Field (mathematics); Heritage language","authors":[{"name":"Naomi Nagy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02930656605349006,"gpt":0.3955306139531231,"spread":0.366224047899633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001562782,0.0002620559,0.0002654658,0.001300205,0.004930467,0.004078456,0.0007310163,0.0008414704,0.008034043],"category_scores_gemma":[0.004810198,0.0001491709,0.0002396627,0.004894327,0.003322221,0.001541219,0.004062047,0.001348419,0.0001775397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04053375,"about_ca_system_score_gemma":0.04088348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9644867,"about_ca_topic_score_gemma":0.981185,"domain_scores_codex":[0.9985645,0.0004599046,0.00002699997,0.00008910973,0.000270293,0.000589144],"domain_scores_gemma":[0.9964548,0.00121141,0.0003781564,0.0002004174,0.0006822558,0.001072898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002096433,0.0001250156,0.2268497,0.0004661282,0.0001704238,0.001358729,0.1791231,0.004568536,0.0004311929,0.3508238,0.1333117,0.102562],"study_design_scores_gemma":[0.00002688178,0.00004627688,0.4798233,0.0006546195,0.0001031006,0.000163424,0.2905555,0.001549449,0.0004754832,0.02886143,0.1976785,0.0000620929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7514572,0.007231656,0.001653546,0.06964294,0.0002297295,0.0001050122,0.01139392,0.00004162969,0.1582446],"genre_scores_gemma":[0.9848704,0.002155129,0.0005712794,0.0006473197,0.00003682494,0.00004074672,0.001135765,0.00002413148,0.01051836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04053375,"threshold_uncertainty_score":0.2940943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}