{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":23,"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":"9afe18bdfa81","filters":{"venue":"Language and Cognition"}},"results":[{"id":"W2102568844","doi":"10.1515/langcog.2010.010","title":"Abstract motion is no longer abstract","year":2010,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":181,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Conceptualization; Motion (physics); Dynamics (music); State (computer science); Computer science; Cognition; Linguistics; Cognitive science; Psychology; Artificial intelligence; Algorithm; Philosophy; Neuroscience","authors":[{"name":"Teenie Matlock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01288300697923237,"gpt":0.2825645456037695,"spread":0.2696815386245371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279234,0.0005291586,0.0005277719,0.0008360409,0.001401586,0.003967916,0.0008009777,0.001489854,0.0116956],"category_scores_gemma":[0.007765447,0.0003378668,0.0006045973,0.001198386,0.008785107,0.02320298,0.002962185,0.003136741,0.001176239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228622,"about_ca_system_score_gemma":0.0007929357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002012627,"about_ca_topic_score_gemma":0.001336561,"domain_scores_codex":[0.998257,0.0005177241,0.0001225918,0.0004790109,0.0004964855,0.0001271857],"domain_scores_gemma":[0.9970455,0.0009797591,0.0003443704,0.0009112198,0.0005352378,0.0001840779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004359142,0.000008956323,0.0004889673,0.0001762152,0.00001892681,0.00006961439,0.004231554,0.0004169457,0.002443637,0.9663031,0.002849831,0.02294859],"study_design_scores_gemma":[0.00001828831,0.00006052904,0.00213448,0.0001812453,0.00002761075,0.0003111183,0.002963898,0.002025857,0.0009454601,0.8540752,0.1372108,0.00004537624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1678871,0.009136094,0.3915229,0.0224274,0.002734511,0.000100315,0.00106662,0.0008971441,0.4042279],"genre_scores_gemma":[0.9464953,0.002207889,0.03119181,0.001987935,0.0003264494,0.00008045312,0.0006370161,0.0002914715,0.01678169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0116956,"threshold_uncertainty_score":0.03912568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019046076","doi":"10.1515/langcog-2012-0007","title":"The source and magnitude of sound-symbolic biases in processing artificial word material and their implications for language learning and transmission","year":2012,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Multisensory perception and integration","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Psychology; Cognitive psychology; Cognition; Matching (statistics); Mathematics; Statistics","authors":[{"name":"Alan Nielsen","is_ca":false},{"name":"Drew Rendall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04661255421143144,"gpt":0.3572958612310699,"spread":0.3106833070196385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002664624,0.0001655525,0.0002814522,0.0003888248,0.0001400864,0.001268645,0.0003559929,0.0005227291,0.001567474],"category_scores_gemma":[0.02340196,0.0002375318,0.0001302928,0.0002030952,0.001487601,0.001403996,0.001068052,0.0007586613,0.0001318872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120863,"about_ca_system_score_gemma":0.000245142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001848746,"about_ca_topic_score_gemma":0.0001402427,"domain_scores_codex":[0.9986638,0.0003532927,0.000121541,0.0002017725,0.000600613,0.00005900027],"domain_scores_gemma":[0.9811538,0.01259535,0.002666154,0.001750363,0.001298342,0.0005360855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002931581,0.000711119,0.1762404,0.0004338315,0.0001613565,0.0003365161,0.002619555,0.004460851,0.71038,0.01504828,0.0002612954,0.08641526],"study_design_scores_gemma":[0.0002733693,0.002044541,0.6204697,0.0001017546,0.0001767514,0.001169107,0.00197502,0.03654117,0.2567216,0.07908054,0.001317439,0.0001290734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957826,0.00004608231,0.003009345,0.000078928,0.000007108183,0.000005668299,0.00001037204,0.000011269,0.001048483],"genre_scores_gemma":[0.9984723,0.00001773901,0.001388285,0.00001974174,0.0000037785,0.000005138343,0.000009100347,0.000005300466,0.00007856598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002664624,"threshold_uncertainty_score":0.01409203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982597307","doi":"10.1017/langcog.2019.36","title":"Effects of iconicity in lexical decision","year":2019,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Multisensory perception and integration","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Iconicity; Arbitrariness; Phonology; Lexical decision task; Linguistics; Computer science; Psychology; Natural language processing; Cognitive psychology; Cognition","authors":[{"name":"David M. Sidhu","is_ca":true},{"name":"Gabriella Vigliocco","is_ca":false},{"name":"Penny M. Pexman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01012152333047496,"gpt":0.3195359735482475,"spread":0.3094144502177725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009707994,0.0004741939,0.0003616482,0.0006078641,0.0002588163,0.001479917,0.0003385223,0.0005492676,0.004459366],"category_scores_gemma":[0.01570313,0.0003379649,0.0001388732,0.0003627064,0.000838229,0.0008160757,0.001206539,0.000668101,0.0002382987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003690087,"about_ca_system_score_gemma":0.0002355783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007342429,"about_ca_topic_score_gemma":0.0006767842,"domain_scores_codex":[0.998785,0.0003864655,0.0001594111,0.0002769831,0.0002564239,0.0001357584],"domain_scores_gemma":[0.9732046,0.01925286,0.00340764,0.001875263,0.001034519,0.001225236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006073735,0.000641436,0.02751602,0.0003252903,0.00008303993,0.0006175543,0.001973447,0.001094372,0.9199559,0.002093652,0.000289055,0.03933651],"study_design_scores_gemma":[0.0005441525,0.003721785,0.7557016,0.0001194515,0.0003037729,0.001204802,0.001732587,0.01525358,0.206596,0.01168782,0.002949927,0.0001847113],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950855,0.00006838208,0.001051281,0.00003494004,0.00001206303,0.00001838263,0.00002810587,0.00002843202,0.003672824],"genre_scores_gemma":[0.9984335,0.00001901078,0.001195368,0.00004300343,0.000005693414,0.000009969409,0.00002497336,0.00002321848,0.0002452322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004459366,"threshold_uncertainty_score":0.01491803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036426838","doi":"10.1515/langcog.2011.001","title":"Embodied semantic processing: The body-object interaction effect in a non-manual task","year":2011,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Northern British Columbia","funders":"","keywords":"Categorization; Embodied cognition; Priming (agriculture); Task (project management); Referent; Semantic memory; Object (grammar); Psychology; Cognitive psychology; Perception; Word (group theory); Inference; Computer science; Natural language processing; Artificial intelligence; Linguistics; Cognition; Neuroscience","authors":[{"name":"Michele Wellsby","is_ca":true},{"name":"Paul D. Siakaluk","is_ca":true},{"name":"William J. Owen","is_ca":true},{"name":"Penny M. Pexman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01788722419178725,"gpt":0.3058778290742603,"spread":0.2879906048824731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159367,0.0006740723,0.0005804489,0.0003244581,0.0002204697,0.0006802924,0.0004414976,0.0006957146,0.005758335],"category_scores_gemma":[0.01326147,0.0004515495,0.0002057138,0.0002675662,0.0006881652,0.001335982,0.001095256,0.0008346273,0.0004479303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671641,"about_ca_system_score_gemma":0.0002252842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003834745,"about_ca_topic_score_gemma":0.0003900755,"domain_scores_codex":[0.9994321,0.0001464964,0.00004656357,0.000151468,0.0001702403,0.00005300658],"domain_scores_gemma":[0.9899653,0.008027345,0.0009350477,0.0005859448,0.0001857396,0.0003006192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003664785,0.0004775735,0.003599692,0.0004618421,0.00003802316,0.0001746752,0.0008880925,0.000337149,0.9692867,0.000678557,0.0003249375,0.02006788],"study_design_scores_gemma":[0.00118671,0.007731997,0.6925517,0.0001237349,0.0002299703,0.001297254,0.0007780729,0.0122884,0.274812,0.006241976,0.002582031,0.0001761529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908816,0.00007399832,0.003309439,0.00004036123,0.0000314155,0.00008459291,0.00009308584,0.0001243247,0.005361244],"genre_scores_gemma":[0.9941937,0.00005499498,0.003798118,0.0001102669,0.00003004675,0.0001692697,0.0001432932,0.000130462,0.001369799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005758335,"threshold_uncertainty_score":0.01926357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946721775","doi":"10.1017/langcog.2019.14","title":"The iconicity toolbox: empirical approaches to measuring iconicity","year":2019,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Multisensory perception and integration","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Iconicity; CLARITY; Comprehension; Computer science; Empirical research; Cognition; Cognitive psychology; Psychology; Linguistics; Mathematics","authors":[{"name":"Yasamin Motamedi","is_ca":false},{"name":"Hannah Little","is_ca":false},{"name":"Alan Nielsen","is_ca":true},{"name":"Justin Sulik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2192927362927606,"gpt":0.3456830208846637,"spread":0.1263902845919031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03990804,0.001491143,0.001095853,0.01617618,0.001205614,0.005101217,0.002496432,0.001478559,0.01002137],"category_scores_gemma":[0.1745577,0.0008621505,0.001112074,0.0120124,0.009594946,0.007921137,0.007541685,0.002957504,0.001308142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415205,"about_ca_system_score_gemma":0.001714973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592974,"about_ca_topic_score_gemma":0.001783258,"domain_scores_codex":[0.9672241,0.02069905,0.002946518,0.002891801,0.00584017,0.0003982979],"domain_scores_gemma":[0.7826331,0.1475787,0.02349838,0.02885746,0.01521363,0.00221878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004554151,0.0005655061,0.14665,0.005941789,0.001028538,0.0002180967,0.0247954,0.007849915,0.009967933,0.3124334,0.009191863,0.4809021],"study_design_scores_gemma":[0.0002011547,0.001061876,0.2718737,0.003685195,0.0003689264,0.0009682368,0.01047711,0.04192809,0.0102189,0.5979354,0.06060356,0.0006778567],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1487941,0.005483763,0.775955,0.001455452,0.0002332225,0.002656368,0.002345606,0.000934657,0.06214184],"genre_scores_gemma":[0.5699884,0.002167147,0.417145,0.0004015395,0.0001558666,0.006948397,0.001252916,0.0003078692,0.001632937],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03990804,"threshold_uncertainty_score":0.2110564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050178665","doi":"10.1515/langcog-2012-0005","title":"Knowing ‘who she is’ based on ‘where she is’: The effect of co-speech gesture on pronoun comprehension","year":2012,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Gesture; Pronoun; Comprehension; Linguistics; Interpretation (philosophy); Psychology; Subject pronoun; Character (mathematics); Cognitive psychology","authors":[{"name":"Whitney Goodrich Smith","is_ca":false},{"name":"Carla L. Hudson Kam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01789853324357889,"gpt":0.3223910381042557,"spread":0.3044925048606768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003171867,0.0005698454,0.0005076099,0.0003330453,0.0004597924,0.001919302,0.0005309742,0.001102666,0.005655608],"category_scores_gemma":[0.06390949,0.0005343258,0.0003068413,0.0001973251,0.00181419,0.002084281,0.001346144,0.001106122,0.0005252741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677745,"about_ca_system_score_gemma":0.0002996272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100756,"about_ca_topic_score_gemma":0.000779342,"domain_scores_codex":[0.9966714,0.001957658,0.0001794951,0.0004603465,0.0005348803,0.0001961384],"domain_scores_gemma":[0.9354988,0.05417096,0.00569944,0.002416153,0.00136482,0.0008498153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009817615,0.001144606,0.1089542,0.001549455,0.0003798314,0.003179662,0.0847475,0.001934601,0.7167791,0.001738001,0.001201547,0.06857388],"study_design_scores_gemma":[0.0005299349,0.003956799,0.8258992,0.0003662618,0.0005349558,0.003605691,0.03000077,0.01222225,0.1098663,0.007890605,0.004856354,0.0002707456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946297,0.0001302312,0.001185685,0.0001099464,0.00001311704,0.00002746186,0.0000385415,0.00004516861,0.003820112],"genre_scores_gemma":[0.9982011,0.00006926301,0.001251587,0.00006021165,0.000008718889,0.00003084177,0.00003217367,0.00004067916,0.0003054378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005655608,"threshold_uncertainty_score":0.01891994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093898508","doi":"10.1515/langcog.2009.006","title":"Episodic affordances contribute to language comprehension","year":2009,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Comprehension; Affordance; Computer science; Compatibility (geochemistry); German; Linguistics; Natural language processing; Artificial intelligence; Human–computer interaction; Engineering; Programming language","authors":[{"name":"Arthur M. Glenberg","is_ca":false},{"name":"Raymond Becker","is_ca":true},{"name":"Susann Klötzer","is_ca":false},{"name":"Lidia Kolanko","is_ca":false},{"name":"Silvana Müller","is_ca":false},{"name":"Mike Rinck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01265757122788932,"gpt":0.2914086840731185,"spread":0.2787511128452292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001882639,0.0003828021,0.0003014251,0.000450955,0.0002080764,0.0016015,0.0003442783,0.0006597054,0.003601912],"category_scores_gemma":[0.01866345,0.00040854,0.0003187089,0.0002677438,0.001279217,0.003291438,0.001152329,0.0007055777,0.0002912814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843325,"about_ca_system_score_gemma":0.0001664246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004806183,"about_ca_topic_score_gemma":0.0003185983,"domain_scores_codex":[0.999076,0.0004677332,0.00004860992,0.0001497778,0.0001771802,0.00008065756],"domain_scores_gemma":[0.9844189,0.01179452,0.001511518,0.001248303,0.0007582629,0.0002685192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001333773,0.0003525899,0.07032973,0.00108364,0.0002455872,0.003049838,0.04807121,0.005696336,0.6495131,0.04405209,0.001493018,0.1747791],"study_design_scores_gemma":[0.0003510373,0.002061916,0.5072359,0.000358889,0.0007845161,0.006208333,0.01513125,0.085532,0.1537146,0.2097928,0.01843723,0.0003916097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731855,0.000267558,0.01811547,0.0002572869,0.00001449471,0.00001192051,0.00003689366,0.0001380596,0.007972797],"genre_scores_gemma":[0.9972178,0.00006929271,0.002379788,0.00001724414,0.000009065402,0.000003424457,0.00002303889,0.00002359921,0.0002568068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003601912,"threshold_uncertainty_score":0.01204956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914305248","doi":"10.1017/langcog.2018.25","title":"Gesture frequency is linked to story-telling style: evidence from bilinguals","year":2018,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Gesture; Style (visual arts); Psychology; Hindi; Mandarin Chinese; Linguistics; Romance; Literature; Art","authors":[{"name":"Elena Nicoladis","is_ca":true},{"name":"Jaya Nagpal","is_ca":true},{"name":"Paula Marentette","is_ca":true},{"name":"Brandon E. Hauer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04921012694884879,"gpt":0.3599670738325425,"spread":0.3107569468836937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006803922,0.0002602544,0.000324259,0.0009420427,0.0005755794,0.001119278,0.0002000058,0.0004023576,0.004063195],"category_scores_gemma":[0.004676708,0.0002579848,0.0001594752,0.000622192,0.0006836369,0.0004315443,0.0006972439,0.0002728855,0.000405108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631099,"about_ca_system_score_gemma":0.0002449291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007799598,"about_ca_topic_score_gemma":0.01010264,"domain_scores_codex":[0.9995164,0.0001366793,0.00006329774,0.0001089616,0.0001024461,0.00007227146],"domain_scores_gemma":[0.9957974,0.001342357,0.001681456,0.0002392799,0.0005404659,0.0003990047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007616469,0.0002221138,0.9597094,0.0001134784,0.00007768205,0.0007674837,0.01754958,0.00002844551,0.01232265,0.00007420515,0.0001400632,0.00823327],"study_design_scores_gemma":[0.00001033065,0.0001113334,0.9941326,0.00001527337,0.0000164651,0.0008361943,0.004172728,0.00003642721,0.0004556896,0.0000475085,0.0001566359,0.000008797228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993551,0.00005730423,0.00002917667,0.00001158259,0.000001121703,0.000002224333,0.00004621391,0.000001364689,0.0004959218],"genre_scores_gemma":[0.9996067,0.00006221276,0.0000530518,0.00001312735,0.000002458107,0.000004577184,0.00007397593,0.000003176858,0.0001807606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007799598,"threshold_uncertainty_score":0.01550841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2331930765","doi":"10.1515/langcog-2012-0006","title":"An embodied semantic processing effect on eye gaze during sentence reading","year":2012,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Embodied cognition; Concreteness; Gaze; Psychology; Cognitive psychology; Eye tracking; Reading (process); Sentence; Fixation (population genetics); Set (abstract data type); Lexical access; Referent; Cognition; Computer science; Natural language processing; Artificial intelligence; Linguistics","authors":[{"name":"Catherine I. Phillips","is_ca":true},{"name":"Christopher R. Sears","is_ca":true},{"name":"Penny M. Pexman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01601791397377794,"gpt":0.3195812783776009,"spread":0.303563364403823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002642293,0.0002229164,0.0002619804,0.0002319684,0.000141659,0.0003426959,0.00009577014,0.000230823,0.001915616],"category_scores_gemma":[0.003257885,0.0001436786,0.0001132335,0.0001368757,0.0002740619,0.0003302998,0.0003485566,0.0002772202,0.0001400238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001691944,"about_ca_system_score_gemma":0.00006713192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006586607,"about_ca_topic_score_gemma":0.0007493453,"domain_scores_codex":[0.9997966,0.00005252132,0.00001455338,0.0000501303,0.00006790395,0.00001827493],"domain_scores_gemma":[0.9984494,0.001010675,0.0002757485,0.00009575071,0.0001190201,0.00004933602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001000785,0.00005857285,0.008464027,0.0001071075,0.00002096194,0.0000978657,0.0007184958,0.00008715968,0.9806715,0.00009864719,0.0000844501,0.008590428],"study_design_scores_gemma":[0.00004344657,0.0008638961,0.9242555,0.00001842355,0.00004286536,0.0002322377,0.0005959164,0.0008088248,0.07242641,0.0002778361,0.000417334,0.00001712367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998162,0.00005467712,0.0007551943,0.00001661963,0.000004485459,0.00001017514,0.00004710106,0.00002227599,0.0009274458],"genre_scores_gemma":[0.9991172,0.00003787341,0.0004955801,0.00001501171,0.000004306475,0.00001547937,0.00004613004,0.00001194309,0.0002565838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001915616,"threshold_uncertainty_score":0.006408334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111509402","doi":"10.1017/langcog.2023.11","title":"A learning perspective on the emergence of abstractions: the curious case of phone(me)s","year":2023,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Leverhulme Trust","keywords":"Computer science; Generalization; Perspective (graphical); Abstraction; Operationalization; Phone; Artificial intelligence; Consistency (knowledge bases); Process (computing); Simple (philosophy); Natural language processing; Linguistics; Programming language; Mathematics","authors":[{"name":"Petar Milin","is_ca":false},{"name":"Benjamin V. Tucker","is_ca":true},{"name":"Dagmar Divjak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01365038702268202,"gpt":0.2992132991199458,"spread":0.2855629120972638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002100266,0.0003559841,0.0004493642,0.000760576,0.000743355,0.002788922,0.00142252,0.001403021,0.00288589],"category_scores_gemma":[0.01265413,0.0003899918,0.0007682848,0.0004113911,0.009906221,0.007965269,0.002716012,0.003213592,0.0003003926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007092542,"about_ca_system_score_gemma":0.0004695354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485175,"about_ca_topic_score_gemma":0.0009078411,"domain_scores_codex":[0.9986494,0.0006205348,0.00005366459,0.0003384367,0.0002271447,0.0001108486],"domain_scores_gemma":[0.9920633,0.004808065,0.0005544812,0.001913289,0.0003918701,0.000268777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001596369,0.00006478309,0.00782553,0.0001387791,0.00005592587,0.0007529891,0.009199411,0.04291779,0.009894038,0.8828677,0.0008316746,0.04529168],"study_design_scores_gemma":[0.0000151775,0.00008577435,0.002190053,0.00003694802,0.00001774954,0.0004641311,0.000994169,0.1312643,0.004544917,0.8566753,0.003666247,0.0000452511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3247169,0.0002901699,0.651079,0.003795114,0.00006999513,0.00004618593,0.00008871018,0.0003932193,0.01952072],"genre_scores_gemma":[0.9563478,0.00007809509,0.04196202,0.0001477121,0.00002127702,0.00002664418,0.00002976898,0.00004014202,0.001346586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00288589,"threshold_uncertainty_score":0.01110739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296449864","doi":"10.1017/langcog.2022.24","title":"Categorising emotion words: the influence of response options","year":2022,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Emotions and Moral Behavior","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Amusement; Psychology; Disgust; Pride; Emotion classification; Set (abstract data type); Contentment; Context (archaeology); Cognitive psychology; Social psychology; Anger","authors":[{"name":"Barbra Zupan","is_ca":false},{"name":"Lynn Dempsey","is_ca":true},{"name":"Katelyn Hartwell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01911539217595833,"gpt":0.3123604912999351,"spread":0.2932450991239768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02942078,0.0006865148,0.0005503459,0.0007682842,0.0005701578,0.003599146,0.0006990636,0.001103074,0.003409949],"category_scores_gemma":[0.2585081,0.0004849677,0.0005186086,0.0004743336,0.001498708,0.002282701,0.001581818,0.001307681,0.0008056801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004253222,"about_ca_system_score_gemma":0.0002626076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006145911,"about_ca_topic_score_gemma":0.0005777235,"domain_scores_codex":[0.9487793,0.04090982,0.003002429,0.003119531,0.003527303,0.0006614914],"domain_scores_gemma":[0.495369,0.4688772,0.017525,0.007712498,0.008788311,0.001727966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02620963,0.002078115,0.5308151,0.003013001,0.001729324,0.0009913588,0.1104984,0.005472811,0.1205487,0.002768304,0.003308282,0.1925669],"study_design_scores_gemma":[0.0007079753,0.006784449,0.8884317,0.00163234,0.0009819373,0.001200558,0.03397272,0.01792622,0.03036913,0.009305565,0.007969703,0.000717758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909948,0.000286345,0.004410441,0.0001340695,0.00007353035,0.0001884106,0.00009405814,0.00007114134,0.003747231],"genre_scores_gemma":[0.9954622,0.00009320748,0.0034528,0.0001383609,0.00002175146,0.0002867498,0.00010602,0.00009766009,0.0003411316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02942078,"threshold_uncertainty_score":0.1555938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155461570","doi":"10.1515/langcog-2013-0018","title":"Archeology and the language-ready brain","year":2013,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Neurocognitive; Argument (complex analysis); Focus (optics); Cognitive science; Linguistics; Psychology; Cognition; Philosophy; Neuroscience; Biology","authors":[{"name":"Benoît Dubreuil","is_ca":true},{"name":"Christopher S. Henshilwood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008717505246362073,"gpt":0.271412177704133,"spread":0.262694672457771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000377069,0.0002197412,0.0001804867,0.0006696858,0.0009154559,0.002175638,0.0004183552,0.0009356515,0.005549559],"category_scores_gemma":[0.0006336138,0.00009267229,0.0001263548,0.0004836923,0.008498207,0.002425888,0.0008515652,0.001789576,0.0005677749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009994773,"about_ca_system_score_gemma":0.0004834155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212841,"about_ca_topic_score_gemma":0.003605449,"domain_scores_codex":[0.9997866,0.0001082491,0.000005404268,0.00003437897,0.00004081622,0.00002470966],"domain_scores_gemma":[0.9997448,0.0001469786,0.00002478235,0.00002746732,0.00003116245,0.00002483139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001335706,0.000004066073,0.0002608207,0.00002267932,0.000005131142,0.00007716312,0.001268973,0.0001930708,0.0002634611,0.9839983,0.006175139,0.007717893],"study_design_scores_gemma":[0.000005079041,0.000008528293,0.0008962874,0.00007789207,0.000005941094,0.000193639,0.0008421644,0.0003212256,0.0003097383,0.8673876,0.1299427,0.000009155317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0519036,0.05497802,0.02224042,0.0563096,0.000675984,0.000009022807,0.0001552755,0.0001832182,0.8135449],"genre_scores_gemma":[0.9110177,0.01286253,0.00630208,0.004044644,0.0006404453,0.00001675112,0.00008746718,0.00008310522,0.06494526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005549559,"threshold_uncertainty_score":0.01856512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205542797","doi":"10.1017/langcog.2021.20","title":"Observers use gesture to disambiguate contrastive expressions of preference","year":2022,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Gesture; Preference; Deixis; Comprehension; Psychology; Statement (logic); Linguistics; Computer science; Natural language processing; Artificial intelligence","authors":[{"name":"Fey Parrill","is_ca":false},{"name":"Jennifer Hinnell","is_ca":true},{"name":"Grace Moran","is_ca":false},{"name":"Hannah Boylan","is_ca":false},{"name":"Ishita Gupta","is_ca":false},{"name":"Aisha Zamir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04515848034354226,"gpt":0.2919517404736457,"spread":0.2467932601301034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001509905,0.000363129,0.0003388541,0.0004831764,0.0004069184,0.001156488,0.0004428578,0.0009006938,0.002431847],"category_scores_gemma":[0.01870711,0.0004027959,0.0002639614,0.0002269538,0.000991675,0.001367061,0.001272582,0.0006576916,0.0003648814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021166,"about_ca_system_score_gemma":0.0001617557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006678025,"about_ca_topic_score_gemma":0.0006297097,"domain_scores_codex":[0.9988875,0.0004524611,0.00008525199,0.0002628141,0.0002157802,0.00009628446],"domain_scores_gemma":[0.9933414,0.003731122,0.001437032,0.0007435434,0.0005728951,0.0001739482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001901926,0.00008027562,0.02490187,0.0003907973,0.00005464202,0.0004369878,0.01580449,0.0004369812,0.927608,0.001448129,0.0004032699,0.02653271],"study_design_scores_gemma":[0.0006058409,0.002936634,0.5523347,0.0004874337,0.0003498339,0.001695504,0.0392038,0.01376999,0.3676986,0.009210547,0.01134924,0.000357933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905599,0.0001997512,0.005699533,0.00007370909,0.00002891062,0.00003430286,0.00003799607,0.00006459257,0.00330122],"genre_scores_gemma":[0.9950388,0.00009076127,0.004262697,0.00007123614,0.00001030837,0.00004476913,0.00004234342,0.00002804524,0.0004110285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002431847,"threshold_uncertainty_score":0.008135319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029851462","doi":"10.1017/langcog.2020.8","title":"Effects of Chinese word structure on object categorization in Chinese–English bilinguals","year":2020,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Categorization, perception, and language","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Categorization; Noun; Morpheme; Psychology; Linguistics; Object (grammar); Contrast (vision); Affect (linguistics); Grammatical category; Communication; Computer science; Artificial intelligence","authors":[{"name":"Xuan Pan","is_ca":true},{"name":"Debra Jared","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004959849242256164,"gpt":0.2669304182239377,"spread":0.2619705689816815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004735895,0.0003381677,0.0002703046,0.0004136916,0.0004320969,0.0005543063,0.000124609,0.0002893142,0.003407289],"category_scores_gemma":[0.002082872,0.0001672907,0.0001371255,0.0002316321,0.0006531003,0.0005140388,0.0005126247,0.0002581509,0.0002369945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004965925,"about_ca_system_score_gemma":0.0004055761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066368,"about_ca_topic_score_gemma":0.01243909,"domain_scores_codex":[0.9997554,0.00004169357,0.0000249537,0.00007794949,0.0000582123,0.0000418202],"domain_scores_gemma":[0.9985802,0.0005795385,0.0003139085,0.00009078762,0.0002237066,0.0002118369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004336343,0.0006296481,0.2254601,0.0003620889,0.00009994178,0.002156357,0.02401565,0.0001419806,0.7200295,0.0008943192,0.0004064765,0.02146761],"study_design_scores_gemma":[0.0001292184,0.0004421078,0.9743401,0.00002037962,0.00007235786,0.0006782453,0.004609829,0.0005490897,0.01793612,0.0005199761,0.0006717638,0.00003076347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991649,0.00002392711,0.00003232945,0.0000150446,0.000002021286,0.000002870833,0.00001466962,0.000002267112,0.0007418908],"genre_scores_gemma":[0.9995821,0.00002119313,0.00008542281,0.0000227934,0.000001690304,0.000004129097,0.00002664496,0.000004792514,0.0002512951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066368,"threshold_uncertainty_score":0.02120322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385200053","doi":"10.1017/langcog.2023.30","title":"Does reading about fictional minds make us more curious about real ones?","year":2023,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Curiosity; Narrative; Psychology; Reading (process); Cognition; Social psychology; Social cognition; Cognitive psychology; Literature; Linguistics; Art; Philosophy","authors":[{"name":"Lynn S. Eekhof","is_ca":false},{"name":"Raymond A. Mar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02031865000934231,"gpt":0.2825836659718965,"spread":0.2622650159625542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009671615,0.0001972287,0.0002304711,0.0002527384,0.000441933,0.001465677,0.0002227404,0.0005344513,0.004636971],"category_scores_gemma":[0.01227354,0.0001318437,0.0002111847,0.0001471554,0.001029168,0.001135893,0.0006614146,0.0007895808,0.0003874645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665249,"about_ca_system_score_gemma":0.0001434744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005037205,"about_ca_topic_score_gemma":0.0009510376,"domain_scores_codex":[0.9995407,0.0002395295,0.00002049713,0.00006730408,0.00008353003,0.00004850728],"domain_scores_gemma":[0.9923546,0.004562447,0.001639282,0.0005205579,0.0003748592,0.0005481637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00368985,0.003830512,0.4084616,0.002518503,0.0007529854,0.001795534,0.258092,0.0005959065,0.1457129,0.009208573,0.004444383,0.1608973],"study_design_scores_gemma":[0.0001140468,0.002966408,0.89156,0.0004173663,0.0003251107,0.0008747897,0.05718608,0.0009465563,0.01987129,0.008358023,0.01728063,0.00009965019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947175,0.0001672776,0.0003029795,0.0003103831,0.00002055793,0.000008030303,0.00002298965,0.00001306525,0.004437279],"genre_scores_gemma":[0.9983668,0.0001374457,0.0003695703,0.0001164256,0.00001519333,0.000007181996,0.00002410197,0.000007570133,0.00095568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004636971,"threshold_uncertainty_score":0.01551223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954348742","doi":"10.1017/langcog.2019.15","title":"Are stories just as transporting when not in your native tongue?","year":2019,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Narrative; Fluency; First language; Comprehension; Linguistics; Contrast (vision); English language; Psychology; Computer science; Artificial intelligence","authors":[{"name":"Ashley Chung-Fat-Yim","is_ca":true},{"name":"ELENA CILENTO","is_ca":true},{"name":"Piotrowska Ewelina","is_ca":true},{"name":"Raymond A. Mar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03098190308002403,"gpt":0.315405033612345,"spread":0.284423130532321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00149733,0.0002515228,0.0002189115,0.0004339619,0.0008938002,0.003394283,0.0002744439,0.0005240873,0.003430178],"category_scores_gemma":[0.01705475,0.0001336597,0.000177361,0.0003439964,0.001641895,0.002887812,0.0009490612,0.0008032554,0.0004523676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004319003,"about_ca_system_score_gemma":0.0002978696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849021,"about_ca_topic_score_gemma":0.002717065,"domain_scores_codex":[0.9991382,0.0005018912,0.00004198847,0.00008327214,0.0001593197,0.00007514378],"domain_scores_gemma":[0.9933908,0.003243981,0.001801361,0.0003758224,0.0006756788,0.000512362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007254665,0.000136801,0.2195384,0.0007231372,0.0002104036,0.002653122,0.6849045,0.0001559459,0.009573244,0.00823156,0.009346368,0.06380115],"study_design_scores_gemma":[0.00001796875,0.0002238508,0.1886534,0.0005703124,0.00012257,0.004189059,0.745546,0.000391094,0.002924345,0.00522176,0.05206629,0.00007341021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859972,0.001159648,0.001437627,0.001709571,0.00009755978,0.000009853215,0.0001506527,0.00001867978,0.009419138],"genre_scores_gemma":[0.9976435,0.0004797084,0.0003864997,0.0002278816,0.00002182068,0.000006410295,0.00008715536,0.000009681703,0.001137344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003430178,"threshold_uncertainty_score":0.01147515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308485432","doi":"10.1017/langcog.2022.28","title":"The effect of letter-case type on the semantic processing of words and sentences during attentive and mind-wandering states","year":2022,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Sentence; Categorization; Task (project management); Word (group theory); Psychology; Semantic memory; Natural language processing; Cognitive psychology; Computer science; Artificial intelligence; Linguistics; Cognition","authors":[{"name":"Nicolas Laham","is_ca":true},{"name":"Craig Leth‐Steensen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01235271371080555,"gpt":0.2446561606982608,"spread":0.2323034469874552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306262,0.0002391718,0.0003430774,0.0003399896,0.0001753457,0.0008326303,0.0002101753,0.000376038,0.002017468],"category_scores_gemma":[0.01493748,0.000254452,0.0001543264,0.0001272295,0.0004656312,0.0006849539,0.0003777908,0.0004073303,0.0002269449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694051,"about_ca_system_score_gemma":0.00011621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002670606,"about_ca_topic_score_gemma":0.000424068,"domain_scores_codex":[0.9994102,0.0002046202,0.000070074,0.0001488199,0.0001122212,0.00005411378],"domain_scores_gemma":[0.9858105,0.01043032,0.002044839,0.000541847,0.0004693122,0.0007032772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01517837,0.001104494,0.05463984,0.0001959729,0.0001432832,0.0004149427,0.002740058,0.0003271136,0.8945307,0.0002054274,0.0001658035,0.030354],"study_design_scores_gemma":[0.0002050267,0.006510487,0.9067966,0.00003388929,0.0001676566,0.0006991674,0.0009743143,0.002523244,0.08084639,0.0007901443,0.0003927998,0.00006018899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993854,0.00003825779,0.000196915,0.00000650925,0.000004949644,0.000006911617,0.000009922487,0.000008237619,0.0003428172],"genre_scores_gemma":[0.9993625,0.00002661407,0.0003863351,0.00001422201,0.000006269343,0.00001082303,0.00002385995,0.00001005412,0.000159239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002017468,"threshold_uncertainty_score":0.006908298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765097999","doi":"10.1017/langcog.2017.17","title":"Breadth over depth in the semantic representations of adults with nonverbal learning disabilities","year":2017,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psychology; Vocabulary; Gestalt psychology; Nonverbal communication; Perception; Cognitive psychology; Semantics (computer science); Cognition; Meaning (existential); Linguistics; Developmental psychology; Computer science","authors":[{"name":"Margot E. Stothers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02096353275454228,"gpt":0.3153862121304649,"spread":0.2944226793759226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003981303,0.0002745107,0.0002204434,0.001181803,0.000212226,0.0007910207,0.0001787155,0.0004092941,0.001500643],"category_scores_gemma":[0.004671351,0.0001899611,0.0001629446,0.0003170798,0.0006990989,0.0009010561,0.001091139,0.0003956065,0.0001102979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348257,"about_ca_system_score_gemma":0.0001316094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299282,"about_ca_topic_score_gemma":0.002790036,"domain_scores_codex":[0.9997507,0.00003401389,0.00002901011,0.00005796058,0.00008683018,0.00004148819],"domain_scores_gemma":[0.998485,0.0004223787,0.0007138378,0.00007445131,0.0001852152,0.0001191695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003437671,0.0001445578,0.9156486,0.0001464975,0.00005337091,0.0009402399,0.02961417,0.0003131519,0.02365106,0.0006695061,0.0002944434,0.02818051],"study_design_scores_gemma":[0.00001024671,0.0001933404,0.9844903,0.00003781403,0.00002339605,0.001435651,0.01025501,0.0005061,0.001360516,0.001260423,0.0004122832,0.00001491336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996319,0.00004727008,0.00005556004,0.00001662869,7.018378e-7,0.000001784526,0.0000218551,0.000001653585,0.0002226536],"genre_scores_gemma":[0.9997736,0.00002482581,0.00008116542,0.000006809774,7.565507e-7,0.000002416607,0.00002764458,6.222439e-7,0.00008228869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002299282,"threshold_uncertainty_score":0.005020142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376616512","doi":"10.1017/langcog.2023.14","title":"Masked orthographic neighbor priming effects in Chinese two-character words","year":2023,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Reading and Literacy Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lexical decision task; Priming (agriculture); Syllabic verse; Character (mathematics); Prime (order theory); Word recognition; Contrast (vision); Linguistics; Psychology; Computer science; Speech recognition; Artificial intelligence; Mathematics; Reading (process); Biology; Cognition; Combinatorics","authors":[{"name":"Huilan Yang","is_ca":false},{"name":"Giacomo Spinelli","is_ca":false},{"name":"Lingling Li","is_ca":false},{"name":"Stephen J. Lupker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008040025680134342,"gpt":0.2990217644396969,"spread":0.2909817387595626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005186432,0.0004964714,0.0003261717,0.0002489938,0.0002707317,0.0003691025,0.0003138022,0.0003490777,0.004887998],"category_scores_gemma":[0.003601485,0.0002845128,0.0001819052,0.0001983006,0.0004921385,0.0006563099,0.0005585491,0.0005859779,0.0003995514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985593,"about_ca_system_score_gemma":0.000391077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009278777,"about_ca_topic_score_gemma":0.0008834132,"domain_scores_codex":[0.9996268,0.0001076657,0.00003099866,0.0001150611,0.00008463357,0.00003493772],"domain_scores_gemma":[0.9974178,0.001528224,0.0004584359,0.0001975266,0.0001712681,0.0002267748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001293616,0.0002491114,0.002370695,0.0002011687,0.000008733004,0.0003246944,0.0006315037,0.0001068112,0.9853044,0.001482211,0.0001020465,0.007925075],"study_design_scores_gemma":[0.0004425489,0.004115504,0.2070788,0.00007708247,0.0001194889,0.001288378,0.0005690233,0.003926709,0.774264,0.005541767,0.002490655,0.00008591524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956849,0.00007615353,0.001146702,0.00002685913,0.00002767077,0.00003231479,0.00002975701,0.00003528502,0.002940381],"genre_scores_gemma":[0.996293,0.0000605101,0.002373142,0.00005282332,0.0000108742,0.00005333254,0.00003930639,0.00003100582,0.001086039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004887998,"threshold_uncertainty_score":0.016352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735147391","doi":"10.1017/langcog.2017.11","title":"Michael Burke and Emily T. Troscianko (Eds.), Cognitive Literary Science: dialogues between literature and cognition. New York: Oxford University Press, 2017. Pp. 368. ISBN: 978-0-1904-9686-9 (hardback)","year":2017,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Cognition; Cognitive science; Art history; Philosophy; Psychology; Art; Neuroscience","authors":[{"name":"Michael A. Winkelman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02770838240802461,"gpt":0.2842344444398844,"spread":0.2565260620318598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002551018,0.002753566,0.002656525,0.004624046,0.001325135,0.007100797,0.0019338,0.004345981,0.05767282],"category_scores_gemma":[0.005589262,0.001793525,0.0009403384,0.004521221,0.002367938,0.01510483,0.003248567,0.005488358,0.05385489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195452,"about_ca_system_score_gemma":0.002538109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004030992,"about_ca_topic_score_gemma":0.007219741,"domain_scores_codex":[0.9984735,0.0003499955,0.0001396997,0.00026745,0.000685715,0.00008358843],"domain_scores_gemma":[0.9960951,0.002232867,0.0003900833,0.000114863,0.0007272829,0.000439758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006836584,0.00003669144,0.0001961491,0.003219724,0.00002980803,0.0001207931,0.001411028,0.0001584454,0.0003398166,0.007574354,0.7066057,0.2802391],"study_design_scores_gemma":[0.00001259903,0.00001996699,0.0007713405,0.003084012,0.00002404577,0.0004564843,0.0009492298,0.00008467003,0.0001781826,0.01018668,0.9842001,0.0000327525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0001984229,0.964855,0.001260217,0.01355986,0.005620844,0.00001661058,0.00012394,0.00009679735,0.01426848],"genre_scores_gemma":[0.001855425,0.9501088,0.001376808,0.001995175,0.003212883,0.00004398483,0.0002052499,0.0001227519,0.04107907],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05767282,"threshold_uncertainty_score":0.1929348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904704908","doi":"10.1017/langcog.2018.20","title":"Prakash Mondal, Language and Cognitive Structures of Emotion. Palgrave Macmillan, 2016. Pp. xvii, 182. ISBN 978-33-193-3689-3.","year":2018,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Content (measure theory); Psychology; Linguistics; Philosophy; Mathematics","authors":[{"name":"Christina Behme","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01095719452498225,"gpt":0.2785467825518755,"spread":0.2675895880268933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102515,0.001808304,0.001097232,0.002462749,0.001349584,0.003677251,0.00157833,0.001973524,0.03862391],"category_scores_gemma":[0.002600253,0.001098327,0.0006515777,0.002265608,0.003635848,0.008492194,0.001467599,0.003258753,0.01999292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001884007,"about_ca_system_score_gemma":0.002129474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007577141,"about_ca_topic_score_gemma":0.01638395,"domain_scores_codex":[0.9994141,0.0002149807,0.00006329778,0.00009771939,0.0001539217,0.00005604846],"domain_scores_gemma":[0.999019,0.0006384346,0.0000841767,0.0000590947,0.0001304585,0.00006882972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001373792,0.00004788802,0.0003584515,0.003052894,0.00006353481,0.0002876418,0.007379156,0.0003811872,0.0007016661,0.1143624,0.6449007,0.2283271],"study_design_scores_gemma":[0.00001931776,0.00001965014,0.002021053,0.001734555,0.00002381588,0.0007080664,0.001810865,0.0001233134,0.0002617561,0.07685352,0.9163879,0.00003613744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003339755,0.9641239,0.001420941,0.007584415,0.00121575,0.000009048405,0.0002274334,0.00008612351,0.02499838],"genre_scores_gemma":[0.02498949,0.9156684,0.003293538,0.0027647,0.00247463,0.00008502324,0.0003305254,0.0001678759,0.05022588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03862391,"threshold_uncertainty_score":0.1292098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230796445","doi":"10.1017/langcog.2016.24","title":"LCO volume 8 issue 3 Cover and Back matter","year":2016,"lang":"en","type":"paratext","venue":"Language and Cognition","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); Action (physics); Content (measure theory); Computer science; Mathematics; Engineering; Physics; Mechanical engineering","authors":[{"name":"Andrea Tyler","is_ca":true},{"name":"Nick Ellis","is_ca":true},{"name":"Joan Bybee","is_ca":true},{"name":"Richard File-Muriel","is_ca":true},{"name":"Ricardo Napoleão","is_ca":true},{"name":"de Souza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003796722480562774,"gpt":0.222750384604057,"spread":0.2189536621234942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008356964,0.0008051213,0.0007887746,0.002235638,0.002060321,0.009146663,0.001105106,0.00239678,0.9031996],"category_scores_gemma":[0.004461144,0.0003619969,0.0006479048,0.002027848,0.0009336518,0.003700637,0.003146758,0.0023446,0.8601427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992874,"about_ca_system_score_gemma":0.001942661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003511635,"about_ca_topic_score_gemma":0.007174717,"domain_scores_codex":[0.9990348,0.00006971499,0.0000379444,0.0001248266,0.0006133459,0.0001193377],"domain_scores_gemma":[0.997892,0.0002423692,0.00007033745,0.0004632918,0.000865451,0.0004666625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001614873,0.0000220203,0.00006908734,0.00009052185,0.000001745713,0.00002965688,0.00002047806,0.000027246,0.0002065908,0.001576797,0.9725733,0.02536645],"study_design_scores_gemma":[0.00000364502,0.000005248893,0.0001783152,0.00006662034,8.697594e-7,0.00002273796,0.00002483056,0.00002454343,0.0001035581,0.0004132943,0.9991539,0.000002538279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003358283,0.0004291195,0.0003518547,0.002417346,0.005802092,0.00007812856,0.003473084,0.00187353,0.9852389],"genre_scores_gemma":[0.001181911,0.0003020904,0.000157494,0.0006270927,0.00076249,0.00002775003,0.001666218,0.0008168241,0.9944581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09680039,"threshold_uncertainty_score":0.138074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414345148","doi":"10.1017/langcog.2025.10029","title":"High ceilings and ingenuine allies: tapping into the idiom meaning knowledge of first and second language speakers of English","year":2025,"lang":"en","type":"article","venue":"Language and Cognition","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Austrian Science Fund","keywords":"Meaning (existential); Second language; Comprehension; Transparency (behavior); First language; Task (project management); Language proficiency; Contrast (vision)","authors":[{"name":"David R. O’Reilly","is_ca":false},{"name":"Alexander Onysko","is_ca":false},{"name":"Carina Rasse","is_ca":false},{"name":"Lisa Papitsch","is_ca":false},{"name":"Herbert L. Colston","is_ca":true},{"name":"Iris van der Horst","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005817196330138726,"gpt":0.2643324522167194,"spread":0.2585152558865807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003011168,0.0003697972,0.0004316825,0.00115534,0.0007258159,0.002845259,0.0003031786,0.0004992818,0.003275651],"category_scores_gemma":[0.01434974,0.0004982387,0.0002620301,0.0003539616,0.001769189,0.002014066,0.002750976,0.001179057,0.0003781154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006011717,"about_ca_system_score_gemma":0.0006472351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005986447,"about_ca_topic_score_gemma":0.008381832,"domain_scores_codex":[0.9986838,0.0003921981,0.00009795204,0.0002618247,0.0003358337,0.0002283878],"domain_scores_gemma":[0.9897807,0.006108032,0.001867383,0.0007848697,0.0006698145,0.0007892343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005644846,0.0003178449,0.6850419,0.0001631919,0.00005303137,0.0009246639,0.2653981,0.0001801249,0.0213182,0.001201159,0.0002986281,0.02453854],"study_design_scores_gemma":[0.0000104592,0.0002663029,0.9189293,0.00007211629,0.00002284365,0.0005987703,0.07380467,0.0006956424,0.003540175,0.001116645,0.0008908058,0.00005219807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990282,0.00001800142,0.000119852,0.00001455852,8.103007e-7,0.00000414338,0.00001217831,0.000003215814,0.0007990437],"genre_scores_gemma":[0.9994534,0.00001744245,0.0001944476,0.00001284382,9.097183e-7,0.00001001109,0.00002551299,0.000004931558,0.0002804817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005986447,"threshold_uncertainty_score":0.01592475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}