{"meta":{"query_hash":"66dca5eab941","filters":{"venue":"Language, cognition and mind"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/66dca5eab941","api":"https://metacan.xera.ac/api/v1/cohort?venue=Language%2C+cognition+and+mind"},"results":[{"id":"W2755397934","doi":"10.1007/978-3-319-45977-6_9","title":"Conceptual Combination, Property Inclusion, and the Aristotelian-Thomistic View of Concepts","year":2017,"lang":"en","type":"book-chapter","venue":"Language, cognition and mind","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":29,"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 Alberta","funders":"","keywords":"Noun; Property (philosophy); Inverse; Contrast (vision); Normative; Linguistics; Epistemology; Mathematics; Philosophy; Computer science; Artificial intelligence","score_opus":0.06908321208018406,"score_gpt":0.3017156797670635,"score_spread":0.23263246768687942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755397934","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018781338,0.006224179,0.00006363472,0.0043465854,0.00055328466,0.0012495565,0.00040619134,0.000028546496,0.96834666],"genre_scores_gemma":[0.71318614,0.0013545811,0.000031017764,0.002143018,0.00010684908,0.000013938723,0.00006773948,0.000016130307,0.28308055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990056,0.000071711685,0.00024460506,0.00033227674,0.00023672957,0.00010906579],"domain_scores_gemma":[0.99914896,0.00021449494,0.00029753844,0.0001882483,0.00008672547,0.000064019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022487211,0.00018462291,0.00030179566,0.00004785525,0.00047303413,0.000030312947,0.00015959411,0.00015421514,0.00069442345],"category_scores_gemma":[0.00027019263,0.00010527172,0.000055564004,0.000009423056,0.0023834412,0.000057238438,0.00025002772,0.00021511805,0.000044106386],"study_design_candidate":"not_applicable","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":[0.0013039468,0.00035738328,0.000014369139,0.0004425008,0.00015227128,0.0002841928,0.021649115,3.6703588e-7,0.030029103,0.6030779,0.014846859,0.327842],"study_design_scores_gemma":[0.016680729,0.0006037044,0.000503633,0.0020497967,0.0006130199,0.00060472364,0.00085547403,0.00005091592,0.019652108,0.16853933,0.7887446,0.0011019406],"about_ca_topic_score_codex":0.000014739106,"about_ca_topic_score_gemma":0.00001226573,"teacher_disagreement_score":0.77389777,"about_ca_system_score_codex":0.000008576505,"about_ca_system_score_gemma":0.000029057568,"threshold_uncertainty_score":0.87818885},"labels":[],"label_agreement":null},{"id":"W3169043239","doi":"10.1007/978-3-030-50200-3_4","title":"Structure and Ontology in Nonlocal Readings of Adjectives","year":2021,"lang":"en","type":"book-chapter","venue":"Language, cognition and mind","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; York University","keywords":"Adverbial; Linguistics; Semantics (computer science); Grammar; Semantic property; Ontology; Lexical semantics; Class (philosophy); Computer science; Lexical item; Philosophy; Artificial intelligence; Epistemology","score_opus":0.017500485144354115,"score_gpt":0.23856913826913692,"score_spread":0.2210686531247828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169043239","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1500659,0.0027234713,0.00008799189,0.00080041046,0.0008247086,0.00041877863,0.000922208,0.000023163559,0.8441334],"genre_scores_gemma":[0.9393858,0.00008834694,0.00018375897,0.0001198482,0.0004951499,0.000002243937,0.00037165283,0.00002203078,0.059331216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99936247,0.000016697795,0.00021709729,0.00022579623,0.00008689726,0.00009103669],"domain_scores_gemma":[0.9995341,0.00009553257,0.00014610098,0.00007202444,0.00012324042,0.000029002138],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000051337913,0.00015034828,0.00029261154,0.00014742324,0.00004285452,0.000038777485,0.000027462793,0.00016757395,0.0028557277],"category_scores_gemma":[0.00010584624,0.00014875786,0.000029476781,0.0000060891775,0.00019755626,0.000035221132,0.000028626822,0.000171113,0.0000042604597],"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":[0.000042688636,0.000020814996,0.000041797484,0.0002081952,0.00009387073,0.00009969141,0.09642686,5.0054602e-8,0.00044798988,0.87839127,0.00003291498,0.024193887],"study_design_scores_gemma":[0.00713385,0.00078868103,0.0026441326,0.005446083,0.0019243757,0.0004711716,0.15116306,0.0002551825,0.011320326,0.76596695,0.05020166,0.0026845082],"about_ca_topic_score_codex":0.00035003238,"about_ca_topic_score_gemma":0.012323257,"teacher_disagreement_score":0.7893199,"about_ca_system_score_codex":0.000011796828,"about_ca_system_score_gemma":0.000024923525,"threshold_uncertainty_score":0.9980558},"labels":[],"label_agreement":null},{"id":"W3169261840","doi":"10.1007/978-3-030-50200-3_5","title":"How Can Semantics Avoid the Troubles with the Analytic/Synthetic Distinction?","year":2021,"lang":"en","type":"book-chapter","venue":"Language, cognition and mind","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quine; Epistemology; Principle of compositionality; Sketch; Indeterminacy (philosophy); Terminology; Representation (politics); Atomism; Semantics (computer science); Mental representation; Cognitive science; Computer science; Philosophy; Cognition; Linguistics; Psychology; Algorithm","score_opus":0.020886542873607195,"score_gpt":0.21584974112590824,"score_spread":0.19496319825230105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169261840","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075346297,0.0017905495,0.0010099532,0.107789315,0.0015751504,0.0012106609,0.0011239044,0.00011392947,0.8778519],"genre_scores_gemma":[0.5730031,0.00006430818,0.00004135235,0.00044686874,0.0016381476,0.0000152345965,0.00041025787,0.00004793374,0.42433277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893266,0.000045359153,0.00019395872,0.0003276218,0.00031395105,0.00018645934],"domain_scores_gemma":[0.9987714,0.00027026344,0.00026254635,0.00032781993,0.00031614795,0.000051778065],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016249192,0.00030129525,0.00027654748,0.00007525928,0.0006193908,0.0007906596,0.00012059084,0.000103905426,0.0019471671],"category_scores_gemma":[0.00012191676,0.00017014598,0.00009643877,0.000017347707,0.00046450592,0.000046826754,0.00004648499,0.00032567183,0.000030092484],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042942378,0.000042281325,0.0000061446126,0.00015787808,0.00056042767,0.00012544154,0.055337597,9.5822e-7,0.000034796776,0.9326892,0.00085124886,0.010151105],"study_design_scores_gemma":[0.0018886164,0.0002976616,0.000105395935,0.0015816741,0.006763783,0.0003278929,0.21208781,0.00027148248,0.00062460004,0.06684726,0.7075224,0.0016814267],"about_ca_topic_score_codex":0.00019180508,"about_ca_topic_score_gemma":0.018463746,"teacher_disagreement_score":0.8658419,"about_ca_system_score_codex":0.000024727111,"about_ca_system_score_gemma":0.00005769661,"threshold_uncertainty_score":0.99944675},"labels":[],"label_agreement":null}]}