{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"d5d9069f6f37","filters":{"venue":"Socjolingwistyka"}},"results":[{"id":"W4205848803","doi":"10.17651/socjoling.35.23","title":"A Review of the Book: The Many Faces of Multiligualism. Language Status, Learning and Use Across Contexts","year":2021,"lang":"en","type":"review","venue":"Socjolingwistyka","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","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":"Multilingualism; Sociolinguistics; Linguistics; Sociology; Applied linguistics; Neuroscience of multilingualism; Multilingual Education; Philosophy","authors":[{"name":"Agnieszka Maciąg-Fiedler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1113433111893575,"gpt":0.4335391226506133,"spread":0.3221958114612558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005660343,0.0007217735,0.001337732,0.003113596,0.0004394595,0.002054024,0.0006700541,0.001081423,0.008494853],"category_scores_gemma":[0.001592466,0.0003714947,0.0004662135,0.006828474,0.0007066284,0.00242062,0.0009108572,0.002223397,0.00404995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008248553,"about_ca_system_score_gemma":0.002315438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668286,"about_ca_topic_score_gemma":0.006983383,"domain_scores_codex":[0.9995129,0.00009598827,0.00006420264,0.00005749915,0.000238198,0.00003117959],"domain_scores_gemma":[0.9993079,0.0003315487,0.00008556315,0.00001376123,0.0002072996,0.00005405821],"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":[0.00003964622,0.00006222526,0.0001863706,0.02727794,0.00008642361,0.0001427553,0.0003933679,0.0001763903,0.0008261039,0.006778866,0.28343,0.6805999],"study_design_scores_gemma":[0.000002636118,0.00001880693,0.0005480708,0.00635356,0.00002935973,0.0003590319,0.0001454372,0.00001302544,0.00005916738,0.0007899204,0.9916728,0.000008247117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006210602,0.9956103,0.00009044098,0.0008074127,0.000718647,0.00000542158,0.00003481089,0.000006560226,0.002664302],"genre_scores_gemma":[0.0004948632,0.9949562,0.0002135443,0.0007901958,0.0004220837,0.00001044018,0.0000769965,0.000004581112,0.00303114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008494853,"threshold_uncertainty_score":0.02841812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205574654","doi":"10.17651/socjoling.35.16","title":"Wymiary potocznej świadomości językowej i relacje między nimi","year":2021,"lang":"pl","type":"article","venue":"Socjolingwistyka","topic":"Language and Culture","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":"McMaster University","funders":"","keywords":"Theology; Philosophy","authors":[{"name":"Joanna Lustański","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01381634541475277,"gpt":0.3073820983050956,"spread":0.2935657528903428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00142532,0.0005782113,0.0007268417,0.001578188,0.003232274,0.006761381,0.0008097532,0.001405309,0.02235267],"category_scores_gemma":[0.003056253,0.0005457118,0.0005334658,0.001420166,0.004455402,0.003474061,0.003863116,0.003091408,0.002993468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003523296,"about_ca_system_score_gemma":0.004146384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073916,"about_ca_topic_score_gemma":0.01972006,"domain_scores_codex":[0.9986938,0.00030268,0.00007039571,0.0003146255,0.0003380387,0.0002805755],"domain_scores_gemma":[0.9989566,0.0002860089,0.0001796361,0.00007743306,0.0002093844,0.0002910317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000861483,0.0008774385,0.241661,0.002022455,0.0003731732,0.005058617,0.1643494,0.0005483026,0.008187053,0.1548481,0.09442521,0.3267878],"study_design_scores_gemma":[0.00009402858,0.0002945648,0.3408621,0.001135169,0.0002686825,0.004702526,0.113885,0.000540864,0.002528644,0.06829178,0.4672143,0.0001823362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5636883,0.03531574,0.006653225,0.0520972,0.001841473,0.0002542959,0.0009695971,0.0002637653,0.3389165],"genre_scores_gemma":[0.8812792,0.01834916,0.002920783,0.004794457,0.0004513207,0.0003306489,0.000506386,0.0001438704,0.09122413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02235267,"threshold_uncertainty_score":0.07477713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}