{"meta":{"query_hash":"858192938809","filters":{"venue":"Journal of Linguistics and Communication 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/858192938809","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Linguistics+and+Communication+Studies"},"results":[{"id":"W4310810050","doi":"10.56397/jlcs.2022.11.02","title":"Confronting Skam in Each of us in the Critical Media Studies and Cultural Trauma Theories","year":2022,"lang":"en","type":"article","venue":"Journal of Linguistics and Communication Studies","topic":"Narrative Theory and Analysis","field":"Arts and Humanities","cited_by":0,"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 Toronto","funders":"","keywords":"Mainstream; Shame; Rebuttal; Narrative; Norm (philosophy); Power (physics); Meaning (existential); Epistemology; Dilemma; Psychology; Sociology; Culture theory; Psychoanalysis; Social psychology; Psychotherapist; Law; Philosophy; Political science; Linguistics; Anthropology","score_opus":0.11891363620926935,"score_gpt":0.38116478841193074,"score_spread":0.2622511522026614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310810050","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0729309,0.09502598,0.025021045,0.6781452,0.008386721,0.000100346995,0.00006868124,0.00008274306,0.12023844],"genre_scores_gemma":[0.90173244,0.031856753,0.016184624,0.034464087,0.004338378,0.0004539837,0.000028893059,0.00015568548,0.010785023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9731164,0.022320071,0.0005781366,0.0012808553,0.0017956382,0.00090880564],"domain_scores_gemma":[0.93367267,0.057877313,0.0024520964,0.0020050332,0.002331943,0.0016610204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03652917,0.0010937445,0.0011893655,0.0048624543,0.018021854,0.023178188,0.002846961,0.011215006,0.003071428],"category_scores_gemma":[0.030666646,0.0007388298,0.0005664793,0.003481735,0.11090293,0.045140404,0.020804077,0.01377554,0.00048533364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025175503,0.000033187953,0.0008679201,0.0003345755,0.000015266829,0.0006056491,0.31809527,0.000094437,0.00014284346,0.6606726,0.0046549197,0.014458205],"study_design_scores_gemma":[0.000011870639,0.000045680386,0.0004931229,0.002312914,0.00002044384,0.0008537619,0.5450298,0.00028689468,0.0003195851,0.34721565,0.10336278,0.000047543366],"about_ca_topic_score_codex":0.0044757463,"about_ca_topic_score_gemma":0.011283131,"teacher_disagreement_score":0.03652917,"about_ca_system_score_codex":0.008202126,"about_ca_system_score_gemma":0.008442034,"threshold_uncertainty_score":0.193187},"labels":[],"label_agreement":null},{"id":"W4403002074","doi":"10.56397/jlcs.2024.09.02","title":"The Semiotic Role of Color in Alcoholic Beverage Packaging and Its Advertising Synergy","year":2024,"lang":"en","type":"article","venue":"Journal of Linguistics and Communication Studies","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Semiotics; Advertising; Business; Food science; Psychology; Chemistry; Linguistics; Philosophy","score_opus":0.04616937920558625,"score_gpt":0.3871001672348386,"score_spread":0.34093078802925236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403002074","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":[0.7973933,0.0023298,0.041471947,0.0011658925,0.00023674584,0.000085325686,0.00006527116,0.00013241843,0.15711929],"genre_scores_gemma":[0.9782759,0.0004699473,0.015199786,0.00016990928,0.000057081368,0.000032782573,0.000018158516,0.00007167532,0.005704918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991543,0.0005391811,0.000024660425,0.00007788622,0.00014950981,0.000054448687],"domain_scores_gemma":[0.99862623,0.0007368064,0.00016373195,0.00019120728,0.0001817221,0.00010041344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010109007,0.00030039976,0.00013651531,0.00081547245,0.00080466346,0.003416883,0.00025586708,0.0004181355,0.0022371558],"category_scores_gemma":[0.002283242,0.00020585151,0.00028444553,0.00047669123,0.0035823325,0.0019643314,0.0016509183,0.0005128427,0.0003083663],"study_design_candidate":"observational","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":[0.002329497,0.00037532282,0.029054606,0.0016590004,0.00012172758,0.0028139348,0.18210462,0.0011276087,0.19450074,0.30469188,0.0028527796,0.2783683],"study_design_scores_gemma":[0.0002004488,0.0025709644,0.15602168,0.0015336608,0.0007123878,0.012777763,0.15963054,0.008382388,0.10724589,0.17625421,0.3742762,0.00039392247],"about_ca_topic_score_codex":0.00040134843,"about_ca_topic_score_gemma":0.00059051986,"teacher_disagreement_score":0.003416883,"about_ca_system_score_codex":0.00050565053,"about_ca_system_score_gemma":0.00044030522,"threshold_uncertainty_score":0.007483959},"labels":[],"label_agreement":null}]}