{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"1b8ddf7301ad","filters":{"venue":"Social Semiotics"}},"results":[{"id":"W1975414110","doi":"10.1080/10350330.2013.777592","title":"Border work: surveillant assemblages, virtual fences, and tactical counter-media","year":2013,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":109,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Work (physics); Sociology; Media studies; Political science; Engineering","authors":[{"name":"Tamara Vukov","is_ca":true},{"name":"Mimí Sheller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01637205152077817,"gpt":0.2803724551217368,"spread":0.2640004036009586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003333056,0.0004926665,0.0003307623,0.002471565,0.01024793,0.01553554,0.001473087,0.002604697,0.007628909],"category_scores_gemma":[0.004761103,0.0003831655,0.0003013794,0.001682889,0.04376991,0.01038149,0.008137773,0.002044357,0.0004836173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301916,"about_ca_system_score_gemma":0.001989472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003786472,"about_ca_topic_score_gemma":0.004863257,"domain_scores_codex":[0.9960325,0.002702801,0.0001040049,0.0003622492,0.0004030616,0.0003953422],"domain_scores_gemma":[0.9966085,0.001841983,0.0004111854,0.0005798832,0.0001609194,0.0003976538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007315568,0.00003970898,0.002190614,0.00007290196,0.000006075607,0.0003168591,0.146778,0.0002619009,0.0004938957,0.8363587,0.0008893961,0.01251887],"study_design_scores_gemma":[0.00005330928,0.0001412468,0.004665124,0.0005533498,0.00002557144,0.0008751514,0.5361152,0.002393015,0.001050091,0.3159508,0.1381285,0.00004858432],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4343579,0.002054365,0.04711874,0.01025824,0.0004345188,0.00007748362,0.00006647148,0.0001410026,0.5054913],"genre_scores_gemma":[0.9913465,0.0001474122,0.002348699,0.00008951763,0.00002723121,0.0000275309,0.00001014773,0.00002721867,0.005975776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01553554,"threshold_uncertainty_score":0.02552128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2288964255","doi":"10.1080/10350330.2015.1134817","title":"Ridicule, gender hegemony, and the disciplinary function of mainstream gender humour","year":2016,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Humor Studies and Applications","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"Mainstream; Argument (complex analysis); Hegemony; Discipline; Sociology; Gender studies; Social order; Punitive damages; Politics; Social science; Political science; Law","authors":[{"name":"Mostafa Abedinifard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04630138642112461,"gpt":0.3304226881103185,"spread":0.2841213016891939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007066799,0.0005211984,0.0005552825,0.002185768,0.008632315,0.008516335,0.000948038,0.002287693,0.00186806],"category_scores_gemma":[0.01030999,0.0001984805,0.0002863625,0.001172193,0.07831267,0.007600199,0.009091165,0.003017979,0.0003302336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003348062,"about_ca_system_score_gemma":0.002119082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026966,"about_ca_topic_score_gemma":0.002744779,"domain_scores_codex":[0.990087,0.0075668,0.0001557762,0.0005841969,0.0009139527,0.0006922633],"domain_scores_gemma":[0.9892306,0.007349451,0.001032748,0.00124664,0.0005289835,0.0006115764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002396687,0.00001680157,0.0009204826,0.00007771822,0.000005646606,0.0001354727,0.1468643,0.00009564091,0.0003112365,0.8357852,0.0009241059,0.01483936],"study_design_scores_gemma":[0.00001443611,0.0001139221,0.002276327,0.0005040305,0.00001607438,0.0007001061,0.1342921,0.0004584101,0.002285159,0.6582088,0.2010827,0.0000479328],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2558186,0.01814786,0.06835689,0.02983883,0.001002224,0.00008358292,0.00002886943,0.0001448817,0.6265783],"genre_scores_gemma":[0.9859644,0.001371746,0.002190467,0.001020791,0.0001599804,0.00003618315,0.000005611871,0.00003303408,0.009217716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008632315,"threshold_uncertainty_score":0.03737324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034866327","doi":"10.1080/10350330.2013.799003","title":"Semiotizing a product into a brand","year":2013,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Semiotics and Representation Studies","field":"Arts and Humanities","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Slogan; Logo (programming language); Sign (mathematics); Brand management; Advertising; Product (mathematics); Rhetorical question; Order (exchange); Brand extension; Code (set theory); Computer science; Brand awareness; Business; Marketing; Linguistics; Political science; Mathematics; Programming language","authors":[{"name":"Marcel Danesi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03881535552451567,"gpt":0.2721909848944158,"spread":0.2333756293699002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002629688,0.0004799478,0.0002176202,0.001311181,0.002809263,0.006496245,0.000504536,0.001151066,0.005848283],"category_scores_gemma":[0.004458352,0.0002457328,0.0004294213,0.0009044912,0.01996047,0.007766593,0.005660427,0.002001905,0.001310942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391083,"about_ca_system_score_gemma":0.001262848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000834743,"about_ca_topic_score_gemma":0.0008894404,"domain_scores_codex":[0.9973875,0.001681576,0.0000921416,0.0002615584,0.000445004,0.0001322347],"domain_scores_gemma":[0.997971,0.0009890182,0.0001576883,0.0004816191,0.000241728,0.0001589737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002418392,0.0000105412,0.0003488415,0.00005105865,0.000003879386,0.0001298534,0.04404756,0.0001782023,0.002797216,0.9411612,0.00128677,0.009960807],"study_design_scores_gemma":[0.00001786347,0.0001227119,0.0008422281,0.0002309522,0.00002269311,0.00116133,0.04066464,0.002628243,0.006345938,0.5179908,0.429929,0.00004366285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1480837,0.001038795,0.1948938,0.007167052,0.0007347636,0.0001631586,0.0001404216,0.0004575739,0.6473207],"genre_scores_gemma":[0.9104826,0.0007820871,0.03039572,0.0004895777,0.0001625908,0.0001153461,0.0001030797,0.0003045614,0.05716432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006496245,"threshold_uncertainty_score":0.01956445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1928964999","doi":"10.1080/10350330.2015.1059579","title":"Objects and language in trans-contextual communication","year":2015,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":38,"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":"Linguistics; Sociology; Epistemology; Philosophy","authors":[{"name":"Gabriele Budach","is_ca":false},{"name":"Catherine Kell","is_ca":false},{"name":"Donna Patrick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03709739058038515,"gpt":0.3316569458108418,"spread":0.2945595552304566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004481746,0.001043776,0.0006978984,0.002812866,0.005240027,0.01452046,0.001251085,0.003617971,0.007494255],"category_scores_gemma":[0.005234432,0.0004444477,0.000621881,0.002870877,0.0473094,0.02057256,0.006733247,0.004310122,0.001386117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225929,"about_ca_system_score_gemma":0.002405426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004284195,"about_ca_topic_score_gemma":0.003401356,"domain_scores_codex":[0.9933524,0.004940299,0.0001584749,0.0004946727,0.0006695871,0.000384641],"domain_scores_gemma":[0.9963639,0.002562394,0.0002265073,0.0004201851,0.0002683786,0.0001585079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001551111,0.000004648502,0.0001519095,0.00007067555,0.000007639573,0.00008912705,0.029219,0.00007570804,0.0001157138,0.9631256,0.001494927,0.005629666],"study_design_scores_gemma":[0.00001345926,0.00002674917,0.0004657086,0.0003211447,0.00001678621,0.0003709205,0.01788014,0.0002784825,0.0003477262,0.7825651,0.1976862,0.00002759852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03863968,0.06333964,0.0981976,0.04287603,0.002981282,0.00006536445,0.000141085,0.0002565456,0.7535028],"genre_scores_gemma":[0.9332634,0.01528638,0.01528986,0.005020469,0.001247996,0.0001178492,0.0001130715,0.0003307825,0.02933017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01452046,"threshold_uncertainty_score":0.02507073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951144595","doi":"10.1080/10350330.2019.1587843","title":"A sociosemiotic interpretation of cybersecurity in U.S. legislative discourse","year":2019,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Social Science Fund of China; Fundamental Research Funds for the Central Universities; National Science Foundation","keywords":"Referent; Cyberspace; Computer security; Legislature; Realm; Computer science; Critical infrastructure; Meaning (existential); Political science; Sociology; The Internet; Law; Linguistics; Epistemology; World Wide Web","authors":[{"name":"Le Cheng","is_ca":false},{"name":"Jiamin Pei","is_ca":false},{"name":"Marcel Danesi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01398926309716328,"gpt":0.3265566021586914,"spread":0.3125673390615282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004813251,0.0003417722,0.0003251899,0.007866696,0.005299557,0.007283672,0.0006151476,0.0009849205,0.003096932],"category_scores_gemma":[0.009910684,0.0002760403,0.0001848427,0.008579594,0.01222293,0.006255954,0.003339952,0.001471563,0.0002088851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005276286,"about_ca_system_score_gemma":0.003192262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008570283,"about_ca_topic_score_gemma":0.0139626,"domain_scores_codex":[0.9970818,0.002128734,0.0001460128,0.0002358107,0.0003161387,0.00009143873],"domain_scores_gemma":[0.9885541,0.009415421,0.0008250792,0.00052724,0.0005695808,0.0001086829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004461259,0.00005329516,0.006095645,0.0002908286,0.000009155701,0.0004215947,0.5150837,0.0004782059,0.001555326,0.4511506,0.0033641,0.02145287],"study_design_scores_gemma":[0.00002668863,0.00005100587,0.01956128,0.001905537,0.00003509318,0.0004825789,0.6087315,0.004483216,0.003636333,0.07292356,0.2881081,0.0000550433],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7777069,0.004239802,0.02140268,0.008882245,0.0002913026,0.0002368037,0.001720701,0.0001228582,0.1853968],"genre_scores_gemma":[0.9886336,0.001134843,0.007262251,0.0002043686,0.00003128026,0.000193932,0.0004830204,0.00004512123,0.002011493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008570283,"threshold_uncertainty_score":0.03828233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922818521","doi":"10.1080/10350330.2019.1587841","title":"Exploring legal discourse: a sociosemiotic (re)construction","year":2019,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Linguistics; Political science; Sociology; Discourse analysis; Philosophy","authors":[{"name":"Le Cheng","is_ca":false},{"name":"Marcel Danesi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06392274028146219,"gpt":0.3214130506322328,"spread":0.2574903103507706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009377606,0.0009045083,0.0007768243,0.006832757,0.008047125,0.01754674,0.001928743,0.003786995,0.006917871],"category_scores_gemma":[0.01071804,0.0006348965,0.0007325051,0.004575306,0.0611759,0.02754555,0.01118094,0.004269882,0.0008673324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005987616,"about_ca_system_score_gemma":0.005982243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00460141,"about_ca_topic_score_gemma":0.004126999,"domain_scores_codex":[0.9903941,0.007525202,0.0002622305,0.0005969477,0.0008370323,0.0003845044],"domain_scores_gemma":[0.991685,0.005134087,0.0005094244,0.00142678,0.0008469723,0.0003978266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007379768,0.00001439887,0.0003425646,0.00007130409,0.000007830307,0.0001703802,0.08789366,0.0001231496,0.0004557588,0.9021182,0.0007597569,0.008035623],"study_design_scores_gemma":[0.00001113338,0.00003065401,0.0009838272,0.0003068942,0.00001859712,0.000447977,0.1354631,0.0009838445,0.0007327938,0.7035027,0.1574945,0.00002387861],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1049816,0.01660909,0.2244423,0.09793931,0.001755919,0.0002972905,0.0003589446,0.0004779304,0.5531376],"genre_scores_gemma":[0.9447391,0.003627595,0.03693047,0.001370681,0.0003984352,0.0002449045,0.0001787732,0.0003588272,0.01215113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01754674,"threshold_uncertainty_score":0.04959416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978666391","doi":"10.1080/1035033042000202915","title":"Calling all fag hags: from identity politics to identification politics","year":2004,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Politics; Identity (music); Sociology; Identity politics; Dialectic; Gender studies; Identification (biology); Political science; Law; Epistemology; Aesthetics; Philosophy","authors":[{"name":"Deborah Thompson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0304746812335791,"gpt":0.3420450797564332,"spread":0.3115703985228541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007358825,0.0004919471,0.0004162533,0.002249906,0.01824116,0.01365722,0.0008026581,0.004238416,0.005368826],"category_scores_gemma":[0.007150798,0.0002781444,0.0003026671,0.001609806,0.0763767,0.01809949,0.006388878,0.006704749,0.0008548664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008641726,"about_ca_system_score_gemma":0.006223182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009602806,"about_ca_topic_score_gemma":0.007019552,"domain_scores_codex":[0.9905975,0.007029132,0.0001084718,0.0005940688,0.0008697506,0.0008010294],"domain_scores_gemma":[0.9959228,0.00253377,0.00030344,0.0003819175,0.0003491929,0.0005088495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003953354,0.000005064805,0.0001411386,0.00001025749,7.031782e-7,0.00003796416,0.02976114,0.00001720375,0.00003413787,0.9638047,0.002372148,0.003811661],"study_design_scores_gemma":[0.000006698911,0.00001850599,0.0005154143,0.0002075584,0.000004274928,0.0001367487,0.06601137,0.0001558471,0.0002016858,0.6408936,0.2918301,0.0000181486],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05727819,0.01555909,0.01748504,0.1520805,0.002757963,0.00003613838,0.00003143997,0.00009529334,0.7546763],"genre_scores_gemma":[0.9457588,0.003410158,0.002890514,0.010415,0.0008767553,0.00007701967,0.00001911041,0.0001115949,0.03644094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01824116,"threshold_uncertainty_score":0.06270033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085543160","doi":"10.1080/10350330903072656","title":"Becoming the homovoyeur: consuming homosexual representation in<i>Queer as Folk</i>","year":2009,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Queer; Queer theory; Lesbian; Sociology; Entertainment; Identity (music); Gender studies; Consumption (sociology); Reading (process); Aesthetics; Representation (politics); Transgender; Homosexuality; Media studies; Art; Visual arts; Linguistics; Political science","authors":[{"name":"Sheri L. Manuel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04227508877128325,"gpt":0.3646917611304478,"spread":0.3224166723591645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009205776,0.0002440399,0.0001423596,0.0006680819,0.006666136,0.006062784,0.0003704452,0.001043249,0.002700904],"category_scores_gemma":[0.001123948,0.0001819279,0.0001753399,0.0005087837,0.02377555,0.003226677,0.003246218,0.001481205,0.0002084277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603674,"about_ca_system_score_gemma":0.0009236997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109076,"about_ca_topic_score_gemma":0.01346949,"domain_scores_codex":[0.9988446,0.0008825336,0.00001269765,0.0000504667,0.00009680568,0.0001128596],"domain_scores_gemma":[0.9994906,0.0002369957,0.0001084122,0.0000414804,0.00003810331,0.00008437424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002263383,0.00001833539,0.001496578,0.00002876225,0.000003270438,0.0004690411,0.8799027,0.00002049822,0.0006766361,0.112682,0.0007639853,0.003915449],"study_design_scores_gemma":[0.000005731637,0.00003209403,0.003284161,0.00008514315,0.00001140755,0.0006805881,0.935535,0.000118909,0.0007443133,0.01273127,0.04675611,0.00001528498],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7760805,0.001456031,0.004410269,0.009757921,0.000165587,0.00002688792,0.00003716026,0.00003121256,0.2080345],"genre_scores_gemma":[0.9925396,0.0004496654,0.0003493452,0.0003270509,0.00002603808,0.000009473762,0.000009499819,0.00001443596,0.006274903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109076,"threshold_uncertainty_score":0.02168822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011415056","doi":"10.1080/10350330.2011.564393","title":"The aesthetic public sphere and the transformation of criticism","year":2011,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":23,"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":"Criticism; Public sphere; Legitimacy; Interpretation (philosophy); Democratization; Politics; Sociology; Democracy; Battle; Nothing; Epistemology; Aesthetics; Political science; Law; Philosophy; History","authors":[{"name":"Jonathan Roberge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05064549313460894,"gpt":0.301497358184258,"spread":0.2508518650496491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01267313,0.0006445315,0.0005373335,0.003753956,0.009095754,0.02077952,0.001550274,0.005162608,0.004731501],"category_scores_gemma":[0.01966176,0.0003958798,0.0006524299,0.002041436,0.1039459,0.01611156,0.01151535,0.006271168,0.0009284587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007447794,"about_ca_system_score_gemma":0.003076908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009715562,"about_ca_topic_score_gemma":0.0006244997,"domain_scores_codex":[0.9749579,0.01803712,0.0005050853,0.001231658,0.004264527,0.001003691],"domain_scores_gemma":[0.979678,0.01344559,0.00176779,0.002819415,0.00162809,0.0006610149],"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":[0.00000887943,0.0000123557,0.000190827,0.00002415902,0.000002565302,0.0001001431,0.02984494,0.0001259109,0.0001086441,0.9644836,0.000880758,0.004217303],"study_design_scores_gemma":[0.00001596241,0.00002101046,0.0002840695,0.0001138401,0.000005569338,0.0002678081,0.01515689,0.0004617764,0.0003323629,0.9037356,0.07958984,0.0000152123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07379808,0.003657266,0.04106879,0.04805191,0.001011141,0.00004471792,0.000029393,0.0002675706,0.8320711],"genre_scores_gemma":[0.9854314,0.0005383934,0.001358746,0.001465864,0.0005317415,0.00003826363,0.00001259463,0.000123663,0.01049926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02077952,"threshold_uncertainty_score":0.06702268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079201683","doi":"10.1080/10350330.2012.752159","title":"The politics of<i>Pai Ma Pi</i>: flattery as empty signifiers and social control in a Chinese workplace","year":2013,"lang":"en","type":"article","venue":"Social Semiotics","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Flattery; Politics; Sociology; Control (management); Linguistics; Political science; Philosophy; Art; Literature; Computer science; Law; Artificial intelligence","authors":[{"name":"Jie Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0058517318942251,"gpt":0.2595225163706948,"spread":0.2536707844764697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001652823,0.0002906088,0.0001480317,0.000916897,0.009019222,0.003235665,0.0005843658,0.0005033432,0.005247171],"category_scores_gemma":[0.0008988301,0.0001170606,0.0001214346,0.001164298,0.0170394,0.001479156,0.002921269,0.00121013,0.0001802205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007024469,"about_ca_system_score_gemma":0.00564668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03865039,"about_ca_topic_score_gemma":0.05368216,"domain_scores_codex":[0.9990466,0.0002984904,0.00003092051,0.0001282155,0.00021003,0.0002855591],"domain_scores_gemma":[0.9995238,0.0001220014,0.00008801219,0.00007755517,0.00006737512,0.0001212861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006693396,0.00004610062,0.01098355,0.00008187722,0.000008921669,0.0006954097,0.2660856,0.0002522637,0.003340555,0.6741341,0.004475835,0.03982884],"study_design_scores_gemma":[0.00006224668,0.0003590355,0.1438575,0.0002970335,0.00005521065,0.0006517604,0.2783383,0.005241946,0.006149729,0.108811,0.456028,0.0001481549],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7907465,0.0007962171,0.002282569,0.006872269,0.0001192312,0.00004527063,0.00002149157,0.00003764596,0.1990788],"genre_scores_gemma":[0.9875633,0.00006837806,0.0001328416,0.00009138736,0.00001823859,0.000008392884,0.000003224016,0.000003094709,0.01211117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03865039,"threshold_uncertainty_score":0.07685083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082101784","doi":"10.1080/713697716","title":"The Role of the Maternal in Diasporic Cultural Reproduction - Australia, Canada and Greece","year":2001,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Latin American and Latino Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Reproduction; Geography; Sociology; Ethnology; Anthropology; Political science; Ecology; Biology","authors":[{"name":"Georgina Tsolidis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01815571871188073,"gpt":0.2870732241379001,"spread":0.2689175054260194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001461642,0.0003885612,0.0003100779,0.0009543397,0.01463532,0.006295487,0.001087628,0.0009730231,0.00187234],"category_scores_gemma":[0.003758701,0.0001903815,0.0001106419,0.001120643,0.01928203,0.00156462,0.006480574,0.001424115,0.0001212591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02373512,"about_ca_system_score_gemma":0.0309668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7704474,"about_ca_topic_score_gemma":0.8517079,"domain_scores_codex":[0.9981262,0.0009398832,0.00002998135,0.0001090256,0.000290171,0.0005046435],"domain_scores_gemma":[0.9986736,0.0004627491,0.0001461788,0.00007031707,0.0002543862,0.0003928132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003122544,0.00001722552,0.005180172,0.0000464105,0.000004724557,0.001559851,0.9214335,0.00007060665,0.0005280105,0.05806396,0.0006306547,0.01243364],"study_design_scores_gemma":[0.000004937497,0.00001758353,0.008515457,0.000122938,0.000009395868,0.0005205734,0.9341891,0.0001064537,0.0003946315,0.003500362,0.05260074,0.00001784383],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8343706,0.001878525,0.0007541978,0.005304714,0.00008665626,0.00003945329,0.00002395134,0.00001402096,0.157528],"genre_scores_gemma":[0.9910972,0.0006963519,0.000188974,0.0002068328,0.000005052813,0.0000127133,0.000006223465,0.000009137778,0.007777562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2295526,"threshold_uncertainty_score":0.4618089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988409343","doi":"10.1080/10350330.2019.1681062","title":"Sustainability in architectural design projects – a semiotic understanding","year":2019,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Design Education and Practice","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Deductive reasoning; Abductive reasoning; Semiotics; Semiosis; Sustainability; Sustainable design; Process (computing); Architecture; Status quo; Design process; Management science; Architectural engineering; Knowledge management; Artificial intelligence; Epistemology; Engineering; Work in process; Political science","authors":[{"name":"Sherif Goubran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05418184275863287,"gpt":0.2868427286124753,"spread":0.2326608858538425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007825898,0.0006344948,0.0004504807,0.003836186,0.004241365,0.009724126,0.001263884,0.002333377,0.002519736],"category_scores_gemma":[0.006935859,0.0004086613,0.0007045795,0.002235425,0.03944169,0.009471337,0.005444364,0.001834393,0.0004588943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004970856,"about_ca_system_score_gemma":0.003602655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002832563,"about_ca_topic_score_gemma":0.002908541,"domain_scores_codex":[0.9899447,0.007797801,0.0003288449,0.0003989619,0.00120832,0.0003213761],"domain_scores_gemma":[0.9934325,0.004296272,0.0004712615,0.0009144198,0.0006488151,0.0002366953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006369779,0.000007174142,0.0002737078,0.00004600285,0.000003131501,0.00008643461,0.01769031,0.00103004,0.0002544526,0.9759148,0.0002280761,0.004459604],"study_design_scores_gemma":[0.00001212975,0.00003338936,0.0004381962,0.0002073225,0.000008258726,0.0003014739,0.02857382,0.003377194,0.0005911354,0.8727802,0.09365384,0.00002297451],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1051139,0.004157231,0.4369569,0.009938047,0.0002977272,0.0002027455,0.0001091847,0.0001689072,0.4430553],"genre_scores_gemma":[0.9420705,0.001308984,0.04658488,0.000226078,0.00005726339,0.0001568137,0.00005247238,0.00004950812,0.009493491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009724126,"threshold_uncertainty_score":0.0413878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022859143","doi":"10.1080/103503302760212087","title":"Looking Good on Whose Terms? Ambiguity in Two Kellogg's Special K ® Print Advertisements","year":2002,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Foregrounding; Ambiguity; Ethos; Advertising; Politics; Sociology; Feeling; Backlash; Psychology; Aesthetics; Political science; Social psychology; Law; Business; Art","authors":[{"name":"Isabel Pedersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05107330119935402,"gpt":0.3506002299568143,"spread":0.2995269287574602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336201,0.0003349437,0.0001627935,0.001051723,0.007364323,0.008602602,0.0003044376,0.001443935,0.002579851],"category_scores_gemma":[0.003605142,0.0002107624,0.0001513473,0.0008798636,0.01205246,0.003320492,0.002506519,0.001932752,0.00041892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004008102,"about_ca_system_score_gemma":0.001475143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01789241,"about_ca_topic_score_gemma":0.03208457,"domain_scores_codex":[0.9983332,0.0009189872,0.00003776387,0.00009363224,0.000405924,0.0002106036],"domain_scores_gemma":[0.9975495,0.001614847,0.0002793382,0.0001062007,0.0002171192,0.0002330355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002132262,0.0000740851,0.004038238,0.00008066494,0.000005884424,0.003481186,0.6998562,0.0001012177,0.002672622,0.2430651,0.01740669,0.02900491],"study_design_scores_gemma":[0.00002478412,0.0001047852,0.008808707,0.0002518527,0.00002121259,0.002517434,0.482502,0.0006019618,0.003294161,0.03163391,0.4701254,0.0001137332],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.63476,0.002037297,0.002261502,0.02365824,0.0007364597,0.00003809662,0.00004908104,0.00008155283,0.3363778],"genre_scores_gemma":[0.97767,0.0003902185,0.0006575628,0.001043043,0.0001039268,0.000008002596,0.00001121472,0.00005405326,0.02006198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789241,"threshold_uncertainty_score":0.03557652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387360189","doi":"10.1080/10350330.2023.2261853","title":"Fueling divisions: a multimodal analysis of Canadian petro-nationalism in the social media discourse of “oil sands strong”","year":2023,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Social Science Planning Project of Shandong Province","keywords":"Critical discourse analysis; Nationalism; Sociology; Argumentation theory; Argument (complex analysis); Discourse analysis; Politics; Media studies; Political science; Law; Linguistics; Ideology","authors":[{"name":"Weiqi Tian","is_ca":false},{"name":"Jingshen Ge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06262981477220865,"gpt":0.3624560813075797,"spread":0.2998262665353711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00182737,0.0005640744,0.0002331943,0.004611463,0.01468543,0.007191912,0.0007435682,0.0007841222,0.004453863],"category_scores_gemma":[0.003533485,0.0002196233,0.0001962564,0.004216968,0.01273446,0.002561619,0.003551998,0.001278651,0.0002213282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03301419,"about_ca_system_score_gemma":0.02192932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8199886,"about_ca_topic_score_gemma":0.9115971,"domain_scores_codex":[0.9986846,0.0003774801,0.00002816771,0.00012593,0.0004518322,0.0003320301],"domain_scores_gemma":[0.9981205,0.0009496458,0.0001646059,0.00008497249,0.0005188202,0.0001615579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007775558,0.00001257508,0.00529012,0.00009784381,0.000008712062,0.0004648964,0.9359378,0.0001166003,0.00302687,0.03673762,0.002133369,0.01609593],"study_design_scores_gemma":[0.000003481057,0.00001510086,0.01255961,0.00009808852,0.00001890085,0.0001078257,0.9166098,0.0003553552,0.001253723,0.001994008,0.06695203,0.00003207951],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8760897,0.0004765408,0.001850867,0.00342664,0.00008608486,0.0000648792,0.0003732523,0.00004846169,0.1175836],"genre_scores_gemma":[0.992538,0.0002178883,0.0006467992,0.0001330933,0.00001318741,0.00001620856,0.00008080257,0.00002583913,0.006328261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800114,"threshold_uncertainty_score":0.362143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995425177","doi":"10.1080/10350330903565808","title":"Uncanny sex: cloning, photographic vision, and the reproduction of nature","year":2010,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Uncanny; Parallels; Natural (archaeology); Cloning (programming); Relation (database); Reproduction; Sociology; Aesthetics; Psychoanalysis; Epistemology; Art; History; Psychology; Philosophy; Biology; Computer science","authors":[{"name":"Steve Garlick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006255952772479758,"gpt":0.306942795953351,"spread":0.3006868431808712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001847373,0.0002259429,0.000204993,0.001020813,0.003189554,0.00486433,0.0004609191,0.00222199,0.002102424],"category_scores_gemma":[0.003412147,0.0001501826,0.0002211183,0.0006954279,0.03223735,0.003918954,0.003039369,0.001889725,0.0002137648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878978,"about_ca_system_score_gemma":0.0007271068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688446,"about_ca_topic_score_gemma":0.00238192,"domain_scores_codex":[0.9987234,0.0009221559,0.00002057667,0.00007566424,0.0001700618,0.00008812836],"domain_scores_gemma":[0.9982107,0.001338061,0.0001988811,0.0001095101,0.00007893785,0.00006398327],"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":[0.00003517698,0.00001882292,0.0006940996,0.00008199565,0.00000368056,0.0004490278,0.08205201,0.00008173388,0.0004373984,0.8910628,0.003814362,0.02126892],"study_design_scores_gemma":[0.00002557282,0.0001574355,0.003267687,0.0005077377,0.00003469069,0.003284905,0.1099203,0.000454139,0.002297783,0.5842625,0.2957301,0.00005726825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2168222,0.06750842,0.02125661,0.0857658,0.002455797,0.00004828297,0.00004067544,0.00008944677,0.6060127],"genre_scores_gemma":[0.97152,0.008123819,0.002209051,0.002646746,0.0004563262,0.00002384136,0.000008855018,0.00002182702,0.01498952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9968104,"threshold_uncertainty_score":0.01363301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019419123","doi":"10.1080/10350330.2012.719731","title":"Learning to labor with Handy Manny: immigration politics and the world of work in a children's cartoon","year":2012,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":3,"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":"Immigration; Criticism; Politics; Ideology; Latin Americans; Sociology; Gender studies; Ethnic group; Popular culture; Miami; Media studies; Political science; Law","authors":[{"name":"Sean Brayton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01090181988799954,"gpt":0.2802022145477293,"spread":0.2693003946597298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008338884,0.0005322876,0.0002045303,0.001086002,0.01328337,0.005319676,0.0005085471,0.001217282,0.008635315],"category_scores_gemma":[0.001456299,0.0002088841,0.0001543674,0.0007966499,0.01224765,0.002690828,0.00279998,0.002603577,0.000556563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006628306,"about_ca_system_score_gemma":0.002518724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06299902,"about_ca_topic_score_gemma":0.1368927,"domain_scores_codex":[0.9992629,0.0003969446,0.000008490953,0.00005723646,0.0001188172,0.0001557461],"domain_scores_gemma":[0.9992317,0.0004562809,0.00007371715,0.00002765583,0.00006042939,0.0001502398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004468538,0.00002444693,0.00209222,0.0000737804,0.000003524575,0.001654299,0.8580262,0.00005128949,0.0005370084,0.1049213,0.02050489,0.01206644],"study_design_scores_gemma":[0.000003897047,0.00002083966,0.002916254,0.0001864484,0.000003985485,0.000556666,0.5626822,0.00006524742,0.0004048605,0.001768525,0.4313764,0.00001473254],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4768804,0.005249527,0.001689588,0.02656339,0.0009482261,0.00006174966,0.000168539,0.0001037269,0.4883348],"genre_scores_gemma":[0.9299598,0.001249289,0.0006547262,0.001618373,0.0002244849,0.00003980058,0.00003804601,0.0001175089,0.06609797],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06299902,"threshold_uncertainty_score":0.1252646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245499708","doi":"10.1080/10350330120018319","title":"The Role of the Maternal in Diasporic Cultural Reproduction−Australia, Canada and Greece","year":2001,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Chinese University of Hong Kong; University of Hong Kong","keywords":"Reproduction; Argument (complex analysis); Diaspora; Cultural reproduction; Sociology; Gender studies; Immigration; Social reproduction; Political science; Social science; Law; Biology","authors":[{"name":"Georgina Tsolidis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02140758016279348,"gpt":0.2779524237025239,"spread":0.2565448435397304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001317671,0.0004316652,0.0003340594,0.001015301,0.01478573,0.007466797,0.001194634,0.0008953967,0.002316623],"category_scores_gemma":[0.002685661,0.0001843269,0.0001321753,0.001349224,0.0200624,0.001305025,0.005859533,0.001218552,0.0001151296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03562678,"about_ca_system_score_gemma":0.04250841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8710591,"about_ca_topic_score_gemma":0.9306348,"domain_scores_codex":[0.9981993,0.000770409,0.00003371694,0.0001212879,0.0002359593,0.0006393222],"domain_scores_gemma":[0.9988833,0.0003688612,0.0001405213,0.00006313849,0.0001939361,0.000350198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003675473,0.00001951755,0.008843166,0.00005427921,0.000006823541,0.002029715,0.8972872,0.0001013279,0.0005603525,0.07182703,0.0009637829,0.01827],"study_design_scores_gemma":[0.000006338203,0.00001869426,0.01594408,0.0001484451,0.00001135479,0.0006946519,0.9177555,0.00009535685,0.0003728,0.003411249,0.06151995,0.00002153679],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8492194,0.003042951,0.0005905249,0.004715608,0.00009903489,0.00004080898,0.00005125275,0.00001664246,0.1422238],"genre_scores_gemma":[0.9921148,0.0007541258,0.0001326761,0.0001536255,0.000004479492,0.000009342421,0.00001137466,0.000008246341,0.006811217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1289409,"threshold_uncertainty_score":0.2594005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116111804","doi":"10.1080/10350330.2025.2602059","title":"Enacting and rearticulating “accountability”: reactionary watchdogs and the staging of anti-woke culture wars","year":2025,"lang":"en","type":"article","venue":"Social Semiotics","topic":"Gender, Security, and Conflict","field":"Social Sciences","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":"Reactionary; Government (linguistics); State (computer science); Public opinion; Public discourse","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01845752269879566,"gpt":0.3215465355202336,"spread":0.303089012821438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006608972,0.0004038028,0.0002037104,0.001544623,0.01180658,0.0112545,0.0009562055,0.002466134,0.002502763],"category_scores_gemma":[0.01235055,0.0002653585,0.0002653732,0.0008049387,0.04792836,0.006758187,0.00490109,0.004166806,0.0003249726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007374543,"about_ca_system_score_gemma":0.004250736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01705833,"about_ca_topic_score_gemma":0.01601465,"domain_scores_codex":[0.9933915,0.004786281,0.00008127519,0.0003458884,0.0006050717,0.0007901338],"domain_scores_gemma":[0.9930252,0.004405688,0.0008909287,0.000589698,0.0005894371,0.0004991522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004369703,0.00001682007,0.001236005,0.00003209017,0.000005519506,0.0003061098,0.3577313,0.0001564181,0.0007726663,0.6267094,0.003156938,0.009833135],"study_design_scores_gemma":[0.00003166903,0.0000662227,0.003437837,0.000293481,0.00002286641,0.0004279272,0.3843541,0.001037812,0.004059179,0.2458009,0.3603992,0.00006891177],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4126993,0.002721783,0.02412055,0.04139763,0.00098607,0.00008243595,0.00004586003,0.0001861087,0.5177603],"genre_scores_gemma":[0.9922479,0.0001801079,0.0006917898,0.0007087053,0.00005032813,0.00001865516,0.000004888861,0.00005174489,0.006045957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01705833,"threshold_uncertainty_score":0.05350626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}