{"meta":{"query_hash":"23d90cbddca8","filters":{"venue":"Linguistics & Polyglot Studies"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/23d90cbddca8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Linguistics+%26+Polyglot+Studies"},"results":[{"id":"W4283690645","doi":"10.24833/2410-2423-2022-2-31-112-125","title":"René Lévesque political discourse features in context of fight for quebec identity","year":2022,"lang":"en","type":"article","venue":"Linguistics & Polyglot Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Identity (music); Context (archaeology); Media studies; Proclamation; Referendum; Sociology; Constitution; Political communication; Political science; Law; History; Art; Aesthetics","score_opus":0.028104948925458388,"score_gpt":0.35253292048073925,"score_spread":0.32442797155528086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283690645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7184471,0.0074843653,0.0012710037,0.025090568,0.00029566087,0.000048766808,0.00037743466,0.000068989255,0.24691619],"genre_scores_gemma":[0.9806966,0.0006352468,0.00019845727,0.00065962767,0.000031807565,0.0000106567295,0.000048734797,0.000016615799,0.017702302],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984371,0.00058669754,0.000022408714,0.00017764706,0.00036972057,0.00040650263],"domain_scores_gemma":[0.9979091,0.00089335314,0.00019641308,0.0000533224,0.00062203704,0.00032569523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016016824,0.0003563987,0.00029994673,0.0017053889,0.0172331,0.0074932016,0.00091988797,0.0015543536,0.008688191],"category_scores_gemma":[0.0030189208,0.00015441432,0.00020904826,0.0018518621,0.008715029,0.0018105264,0.001808468,0.0018565578,0.00032607964],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009271317,0.000056511966,0.0134082055,0.00018196208,0.000027019156,0.002590818,0.789089,0.00043929397,0.0026657504,0.14595094,0.021834664,0.023663076],"study_design_scores_gemma":[0.000008723059,0.000022896138,0.03920234,0.00035467543,0.000025624247,0.00034798824,0.50894344,0.0006159604,0.0009934107,0.002354373,0.44705844,0.000072154915],"about_ca_topic_score_codex":0.9626776,"about_ca_topic_score_gemma":0.97633106,"teacher_disagreement_score":0.07854162,"about_ca_system_score_codex":0.07854162,"about_ca_system_score_gemma":0.024583347,"threshold_uncertainty_score":0.569862},"labels":[],"label_agreement":null},{"id":"W4300817507","doi":"10.24833/2410-2423-2022-3-32-109-121","title":"Old Believers in Brazil: preserving linguistic identity","year":2022,"lang":"en","type":"article","venue":"Linguistics & Polyglot Studies","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emigration; Refugee; Oppression; China; Identity (music); Latin Americans; State (computer science); Meaning (existential); Ethnology; Geography; Sociology; History; Gender studies; Political science; Law; Politics; Art; Psychology","score_opus":0.0472283614972471,"score_gpt":0.37014245795482864,"score_spread":0.3229140964575815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300817507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93470985,0.0030025442,0.0010722986,0.005329644,0.00013750957,0.000023757742,0.00005117441,0.000021856977,0.055651292],"genre_scores_gemma":[0.9957014,0.00061380706,0.00023254257,0.00020813636,0.000021876196,0.0000053138833,0.000015774156,0.0000047228013,0.0031965508],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99947816,0.00020810337,0.00001885772,0.00006200386,0.00008547341,0.00014746765],"domain_scores_gemma":[0.99957293,0.00008594073,0.000099713914,0.000059998936,0.00008619616,0.00009528234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011028921,0.00018263946,0.00020770084,0.0005651582,0.0038083997,0.0019661346,0.0005399279,0.0006023329,0.0016164836],"category_scores_gemma":[0.0020631037,0.00012221106,0.00014060286,0.00039659033,0.0033028163,0.0012045915,0.002500959,0.0009904938,0.00018127734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008842282,0.00007111169,0.039215397,0.00024270473,0.000031027546,0.003743569,0.70588326,0.000113710514,0.006747028,0.16134265,0.0038535593,0.078667656],"study_design_scores_gemma":[0.000022618782,0.00021123134,0.10379798,0.00081284315,0.00006393939,0.0022466276,0.49090382,0.00048323974,0.0020680071,0.021114057,0.37821683,0.00005884017],"about_ca_topic_score_codex":0.02571417,"about_ca_topic_score_gemma":0.048737064,"teacher_disagreement_score":0.02571417,"about_ca_system_score_codex":0.0017901652,"about_ca_system_score_gemma":0.0016607004,"threshold_uncertainty_score":0.051128983},"labels":[],"label_agreement":null}]}