{"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":"565aed65c08f","filters":{"venue":"Linguistic and Conceptual Views of the World"}},"results":[{"id":"W4399546918","doi":"10.17721/2520-6397.2024.1.06","title":"The Verb in the Linguistic and Conceptual Worldviews of English Language Speakers","year":2024,"lang":"en","type":"article","venue":"Linguistic and Conceptual Views of the World","topic":"Language, Metaphor, and Cognition","field":"Psychology","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":"Linguistics; Verb; Psychology; Philosophy","authors":[{"name":"Iryna Dilai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02603786279995234,"gpt":0.3055943607784599,"spread":0.2795564979785076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001743901,0.0001881894,0.0001908228,0.001013612,0.001239739,0.00438253,0.0002810926,0.0004785882,0.00108127],"category_scores_gemma":[0.003974612,0.0001643482,0.0001927249,0.0005601445,0.005146797,0.003388703,0.001586717,0.00110274,0.0001537384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009276015,"about_ca_system_score_gemma":0.0005271477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003339567,"about_ca_topic_score_gemma":0.002565628,"domain_scores_codex":[0.9985144,0.0008718483,0.00005440094,0.0001717519,0.0002540123,0.0001335849],"domain_scores_gemma":[0.9981402,0.001071366,0.000283038,0.0001330245,0.0002410497,0.0001312187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009902489,0.00003062915,0.01990366,0.00006641873,0.0000196562,0.0006019205,0.8603573,0.00008468489,0.005778118,0.0970073,0.0006487622,0.01540255],"study_design_scores_gemma":[0.00001740582,0.0001129319,0.06317037,0.0001582186,0.00005395972,0.001999463,0.8313051,0.001553224,0.002593713,0.0365078,0.06242421,0.0001035871],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589314,0.000710568,0.004248503,0.0008682171,0.00003165514,0.00001623409,0.00003923693,0.00001428924,0.03513987],"genre_scores_gemma":[0.998378,0.0001375085,0.0003095857,0.00005076284,0.000005774408,0.000004727303,0.00001702153,0.000007788997,0.001088755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00438253,"threshold_uncertainty_score":0.009222746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399546967","doi":"10.17721/2520-6397.2024.1.04","title":"Corpus-Based Analysis of the Concept France","year":2024,"lang":"en","type":"article","venue":"Linguistic and Conceptual Views of the World","topic":"linguistics and terminology studies","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":"Computer science; Natural language processing; Linguistics; Philosophy","authors":[{"name":"Maryna Kostiuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04020893771495911,"gpt":0.2666881325221113,"spread":0.2264791948071521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002550967,0.0003120028,0.0003621384,0.00909768,0.00163356,0.002115757,0.0005638481,0.0005685163,0.0067676],"category_scores_gemma":[0.00859728,0.0001814726,0.0003085192,0.009207381,0.001217432,0.001350386,0.001425927,0.0007811833,0.001337194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865878,"about_ca_system_score_gemma":0.002194941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008652408,"about_ca_topic_score_gemma":0.009119314,"domain_scores_codex":[0.9975738,0.0009944035,0.0002453685,0.0004651295,0.0006140696,0.0001072981],"domain_scores_gemma":[0.9906238,0.005804707,0.0005083932,0.0006106755,0.002318409,0.0001340477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007519327,0.0003268049,0.02055381,0.008021554,0.0001376456,0.004093261,0.08121876,0.004342159,0.04103075,0.1618566,0.1869861,0.4906806],"study_design_scores_gemma":[0.00004628123,0.00006302819,0.03397055,0.0007536343,0.00005444356,0.0009677715,0.0150196,0.004522897,0.006104232,0.005477212,0.9329563,0.00006398168],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5511683,0.014741,0.07453292,0.0041873,0.001613221,0.003718846,0.1756199,0.001713939,0.1727046],"genre_scores_gemma":[0.6308019,0.004829561,0.1673623,0.0004932737,0.0005506615,0.005103037,0.1636677,0.0008148671,0.02637677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00909768,"threshold_uncertainty_score":0.02263987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}