{"meta":{"query_hash":"b808d69c9b3d","filters":{"venue":"Multimodality & Society"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b808d69c9b3d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Multimodality+%26+Society"},"results":[{"id":"W3178531810","doi":"10.1177/26349795211028039","title":"Sensate memory: An introduction to the special issue","year":2021,"lang":"en","type":"article","venue":"Multimodality & Society","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multimodality; Forgetting; Scholarship; Situated; Temporality; Relation (database); Cognitive science; Computer science; Sociology; Psychology; Aesthetics; Cognitive psychology; Epistemology; Art; Artificial intelligence","score_opus":0.030648007892019276,"score_gpt":0.33951482240100034,"score_spread":0.30886681450898107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178531810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70125973,0.000037738027,0.000037484406,0.2799662,0.0041843713,0.00044822643,0.000036059937,0.00022337322,0.013806831],"genre_scores_gemma":[0.9347262,0.00006586577,0.0036886532,0.003303946,0.049238693,0.00003534641,0.00003888768,0.000021476237,0.008880981],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792016,0.0004597005,0.00022597736,0.0004854774,0.00049391226,0.00041477967],"domain_scores_gemma":[0.9986691,0.00009672864,0.00007270843,0.00053966243,0.00043344335,0.00018835225],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011249689,0.00013985566,0.0001653418,0.000022015698,0.0019045417,0.0003135181,0.00033833034,0.00011671755,0.004079051],"category_scores_gemma":[0.00039145554,0.00012517151,0.00031731388,0.0005934368,0.00036776083,0.0004088446,0.00012057609,0.00033198227,0.00041186958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024250161,0.00033356898,0.00084722845,0.000009447608,0.00012000842,0.0000047006024,0.22485422,0.0004144001,0.002240779,0.0041867364,0.7615016,0.005463035],"study_design_scores_gemma":[0.00012455603,0.000024735973,0.013640288,0.000002686109,0.000030061727,0.0000019042648,0.16606319,0.00016296096,0.00058525224,0.00039275092,0.81880224,0.00016939086],"about_ca_topic_score_codex":0.008093777,"about_ca_topic_score_gemma":0.09664275,"teacher_disagreement_score":0.27666226,"about_ca_system_score_codex":0.00018443652,"about_ca_system_score_gemma":0.00012292193,"threshold_uncertainty_score":0.99939483},"labels":[],"label_agreement":null},{"id":"W3193329536","doi":"10.1177/26349795211028424","title":"Echoing memories: Migration, the senses, and the city in Metro Vancouver, Canada","year":2021,"lang":"en","type":"article","venue":"Multimodality & Society","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Forgetting; Focus (optics); Meaning (existential); Relation (database); Visual arts; Aesthetics; History; Sociology; Psychology; Computer science; Art; Cognitive psychology","score_opus":0.0190798937466701,"score_gpt":0.28757755677464375,"score_spread":0.2684976630279736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193329536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667345,0.00061071356,0.000023739432,0.029297613,0.000878521,0.0002889847,0.0000259724,0.000037382877,0.002102573],"genre_scores_gemma":[0.9963131,0.00036872574,0.0005884978,0.0018555761,0.00014954802,0.00002702697,0.000004749023,0.000006321671,0.0006864471],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981977,0.00053101854,0.00025717815,0.0002594159,0.00044740213,0.00030732588],"domain_scores_gemma":[0.99805075,0.0012396304,0.00010072445,0.000283222,0.00026027378,0.00006541729],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014249973,0.000117297495,0.00018185427,0.000011049713,0.0017330676,0.00018310705,0.00022863735,0.0000718574,0.00012658795],"category_scores_gemma":[0.0009105088,0.00007993647,0.00017437592,0.00051748013,0.0008050822,0.00020957364,0.00010524054,0.00036935645,8.9639974e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056807847,0.00018589201,0.47668272,0.00003989949,0.00032866444,0.00001565087,0.29914096,0.00025366267,0.00013709442,0.007946583,0.21451405,0.00069799967],"study_design_scores_gemma":[0.0008645809,0.0000055906266,0.13930748,0.000018967481,0.000053942134,6.6936724e-7,0.764077,0.0014000348,0.00016521342,0.0026353218,0.09125081,0.0002203875],"about_ca_topic_score_codex":0.9541305,"about_ca_topic_score_gemma":0.99983686,"teacher_disagreement_score":0.46493605,"about_ca_system_score_codex":0.00032642423,"about_ca_system_score_gemma":0.00059595733,"threshold_uncertainty_score":0.99956656},"labels":[],"label_agreement":null},{"id":"W3193771113","doi":"10.1177/26349795211028731","title":"On the roadside: Pangs of memory, tastes of futures","year":2021,"lang":"en","type":"article","venue":"Multimodality & Society","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ethnography; Futures contract; Cognitive science; Sociology; Anthropology; Psychology; Business","score_opus":0.04464590906511905,"score_gpt":0.33100013316455384,"score_spread":0.2863542240994348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193771113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9452358,0.0009976669,0.00007466386,0.015519567,0.00023851977,0.0001712629,0.000021364684,0.000027021613,0.037714124],"genre_scores_gemma":[0.9974196,0.0008035357,0.0003748147,0.0008664702,0.00012882943,0.000005568783,0.000001923156,0.0000037321092,0.00039553575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9986523,0.00025727946,0.00022142364,0.00017591057,0.0004883838,0.00020472448],"domain_scores_gemma":[0.99872595,0.00060745206,0.00013228357,0.00019951968,0.0002928019,0.00004200969],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000687886,0.0000876349,0.00023415963,0.0000029360106,0.0007427344,0.000013908679,0.00020104431,0.000107131826,0.0014472132],"category_scores_gemma":[0.0006291135,0.000051317213,0.0003407986,0.0001978032,0.0014582532,0.000040163082,0.00010047646,0.0001287971,0.0000057400507],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004741734,0.0013037513,0.012773668,0.000101642814,0.00057882065,0.0000053725225,0.30135643,0.00011601279,0.0049021738,0.52562976,0.13100407,0.022180878],"study_design_scores_gemma":[0.0006678361,0.00017428597,0.08829165,0.00007245375,0.00007503933,3.1099654e-7,0.8118192,0.00031701018,0.025191994,0.023530379,0.049509265,0.0003505885],"about_ca_topic_score_codex":0.009971033,"about_ca_topic_score_gemma":0.0024087809,"teacher_disagreement_score":0.51046276,"about_ca_system_score_codex":0.000056316185,"about_ca_system_score_gemma":0.0000879516,"threshold_uncertainty_score":0.9994656},"labels":[],"label_agreement":null},{"id":"W3203714310","doi":"10.1177/26349795211042761","title":"Making sense: Reflections on an event-based memoir in an existential mode","year":2021,"lang":"en","type":"article","venue":"Multimodality & Society","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Memoir; Materiality (auditing); Existentialism; Contemplation; Embodied cognition; Painting; Event (particle physics); Aesthetics; Perception; Invocation; Mode (computer interface); Repertoire; Visual arts; Psychology; Art; Literature; Computer science; Sociology; Epistemology; Philosophy","score_opus":0.7549208318743736,"score_gpt":0.7047347755832425,"score_spread":0.050186056291131154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203714310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852518,0.000020079899,0.010000961,0.001233823,0.00028033947,0.0003032901,0.000040847026,0.00014616291,0.0027226885],"genre_scores_gemma":[0.97779197,0.000007842819,0.020663636,0.0008898097,0.00028303626,0.000063330874,0.000028940367,0.000022979868,0.00024848824],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9922576,0.005076854,0.0003377583,0.0006174455,0.0009439802,0.0007663892],"domain_scores_gemma":[0.99833465,0.0004101706,0.00008122417,0.00053452805,0.0002851,0.00035433134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047408557,0.00016740724,0.00025611426,0.000044267486,0.001017553,0.00020038283,0.00024292387,0.00024292694,0.0002560784],"category_scores_gemma":[0.0011466608,0.00018888706,0.0002682765,0.0007541249,0.00040374303,0.00042957754,0.00006555288,0.0005335731,0.000018707737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006377403,0.011839507,0.054726757,0.00024361639,0.00023897161,0.00034576072,0.5120156,0.08749892,0.27581978,0.027536394,0.001306619,0.027790375],"study_design_scores_gemma":[0.0034149182,0.00048807327,0.10928078,0.0001906286,0.00007352321,0.0000021383394,0.11918095,0.7190057,0.025869228,0.005401297,0.01576053,0.0013322278],"about_ca_topic_score_codex":0.0047962344,"about_ca_topic_score_gemma":0.0335706,"teacher_disagreement_score":0.6315068,"about_ca_system_score_codex":0.00086612196,"about_ca_system_score_gemma":0.0011667104,"threshold_uncertainty_score":0.9840642},"labels":[],"label_agreement":null},{"id":"W3207086149","doi":"10.1177/26349795211042767","title":"Exploring embodied memories of terror through a multimodal research-creation practice","year":2021,"lang":"en","type":"article","venue":"Multimodality & Society","topic":"Memory, Trauma, and Commemoration","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Ministère de l'Éducation, du Loisir et du Sport Québec","keywords":"Ethnography; Embodied cognition; Weaving; Perception; Population; Visual arts; Sociology; Aesthetics; History; Psychology; Computer science; Engineering; Art; Artificial intelligence; Anthropology","score_opus":0.31280819643125546,"score_gpt":0.4503097323530219,"score_spread":0.13750153592176645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207086149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9139307,0.00073602726,0.005045514,0.0076523796,0.0015451169,0.0007626789,0.00007431704,0.00022708686,0.070026144],"genre_scores_gemma":[0.96582806,0.00018612992,0.03165711,0.00047236972,0.0004304051,0.00027313648,0.00013678547,0.000042168664,0.0009738189],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.995838,0.0013736235,0.0006727121,0.0007232863,0.0008025736,0.0005898342],"domain_scores_gemma":[0.99644935,0.000905678,0.00026794165,0.0010327455,0.0012319196,0.000112345566],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022797894,0.00025280524,0.00043209817,0.000040328392,0.0004663643,0.00008325203,0.00029299938,0.00023682686,0.00056847214],"category_scores_gemma":[0.0010024017,0.00026430454,0.00035530335,0.00063877524,0.00045395587,0.0010473084,0.00015830442,0.0006802031,0.00011708172],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001159523,0.005471627,0.009208407,0.00064804306,0.0014962911,0.00010068472,0.8452478,0.0002787455,0.030927734,0.033584807,0.017797744,0.054078616],"study_design_scores_gemma":[0.008057514,0.00047042914,0.12021982,0.00023143037,0.00037013172,0.00006810152,0.7258081,0.0059449547,0.07951454,0.00598572,0.052105464,0.0012237871],"about_ca_topic_score_codex":0.0027031398,"about_ca_topic_score_gemma":0.00021531104,"teacher_disagreement_score":0.11943967,"about_ca_system_score_codex":0.00019992437,"about_ca_system_score_gemma":0.00019993821,"threshold_uncertainty_score":0.9999809},"labels":[],"label_agreement":null},{"id":"W4224224070","doi":"10.1177/26349795221084144","title":"Sonic stories, sensory ethnography, and listening with an injured mind","year":2022,"lang":"en","type":"article","venue":"Multimodality & Society","topic":"Music Therapy and Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Active listening; Embodied cognition; Psychology; Ethnography; Sensory system; Aesthetics; Cognitive science; Cognitive psychology; History; Communication; Art; Epistemology; Philosophy","score_opus":0.06535393773790396,"score_gpt":0.3647961498758124,"score_spread":0.29944221213790845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224224070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965906,0.0007368308,0.000160399,0.00069961743,0.00038331276,0.00033934147,0.00014442726,0.000098321914,0.00084712234],"genre_scores_gemma":[0.9923058,0.000021916736,0.004522518,0.0020931964,0.00017602695,0.000089026726,0.000055015335,0.000032903587,0.00070357154],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980172,0.00048491172,0.00024140925,0.0005346395,0.0002774881,0.00044437152],"domain_scores_gemma":[0.99905664,0.000101411875,0.0001330718,0.0004893654,0.000045713292,0.00017378574],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010240737,0.0001915184,0.00026414328,0.000029215656,0.0009778833,0.00003249864,0.00017005268,0.0001264029,0.0013435201],"category_scores_gemma":[0.0000041985095,0.0001832007,0.000129061,0.0002546065,0.0002466409,0.00009550651,0.00008376549,0.0007069095,0.0000038387916],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015919349,0.0011891932,0.09052515,0.00011979656,0.0006687086,0.00002868646,0.82346004,0.00007276314,0.0013394441,0.0024703504,0.0053761066,0.07315783],"study_design_scores_gemma":[0.00772042,0.0026217643,0.60504043,0.000022004911,0.00014695949,0.00008883653,0.2361248,0.001887535,0.000063951506,0.0005662722,0.14458556,0.0011314605],"about_ca_topic_score_codex":0.0037409116,"about_ca_topic_score_gemma":0.0005095855,"teacher_disagreement_score":0.5873352,"about_ca_system_score_codex":0.00011558803,"about_ca_system_score_gemma":0.000101009966,"threshold_uncertainty_score":0.9995694},"labels":[],"label_agreement":null},{"id":"W4383376433","doi":"10.1177/26349795231186979","title":"Transmediating race and senses through subtitling in translanguaging classroom","year":2023,"lang":"en","type":"article","venue":"Multimodality & Society","topic":"Subtitles and Audiovisual Media","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Translanguaging; Materiality (auditing); Transformative learning; Race (biology); Linguistics; Sociology; Psychology; Art; Gender studies; Aesthetics; Pedagogy; Philosophy","score_opus":0.056926071672355145,"score_gpt":0.2951705564500117,"score_spread":0.23824448477765658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383376433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99502915,0.0006094191,0.000110063396,0.0016137109,0.0003052851,0.00016205363,0.000041228952,0.00022941077,0.0018996636],"genre_scores_gemma":[0.997422,0.00041366846,0.000782286,0.00040798137,0.00046952598,0.00001602515,0.000029502538,0.000026240772,0.00043278545],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988951,0.000049855713,0.00024708282,0.00027410057,0.0001830169,0.0003508265],"domain_scores_gemma":[0.9994885,0.0002776575,0.000043231128,0.00011496829,0.000027877315,0.000047793084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038987212,0.00015059076,0.00023461248,0.000025479221,0.00024466633,0.00010572804,0.00007615799,0.000066352666,0.00019984672],"category_scores_gemma":[0.00003775794,0.00013759943,0.0001409698,0.0001001798,0.00017729904,0.00020990791,0.000024958808,0.00023030199,0.000039757586],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010135428,0.000055936158,0.012692504,0.00022379431,0.00004287138,0.000017014518,0.964959,0.00005591012,0.0015590176,0.002057992,0.0013077065,0.01701812],"study_design_scores_gemma":[0.0050813556,0.00010305186,0.058409803,0.0005840305,0.00012035886,0.0000067958294,0.7341923,0.07053798,0.0021119413,0.0058809198,0.12138728,0.0015841804],"about_ca_topic_score_codex":0.0014638273,"about_ca_topic_score_gemma":0.0018901328,"teacher_disagreement_score":0.23076668,"about_ca_system_score_codex":0.000034085206,"about_ca_system_score_gemma":0.000021436392,"threshold_uncertainty_score":0.5611142},"labels":[],"label_agreement":null},{"id":"W4401370624","doi":"10.1177/26349795241270390","title":"Book Review: Multimodality Studies in International Contexts (Routledge Studies in Multimodality) 1st Edition Vásquez RoccaLilianaArtemevaNatashaGrace Fo BourgetChloë, Multimodality Studies in International Contexts (Routledge Studies in Multimodality) 1st Edition. Routledge: New York and Abingdon, 2023, 314 pp., ISBN: 9781032434872","year":2024,"lang":"en","type":"article","venue":"Multimodality & Society","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multimodality; Sociology; Linguistics; Regional science; Philosophy","score_opus":0.11095314670835137,"score_gpt":0.3810549030524836,"score_spread":0.2701017563441322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401370624","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26067865,0.6840672,0.0001319551,0.019932574,0.026372893,0.005483523,0.0023084967,0.0006015828,0.00042315517],"genre_scores_gemma":[0.8116241,0.16732618,0.00091461354,0.0053878785,0.006739879,0.0020562264,0.0014234137,0.00020420608,0.0043234844],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9847713,0.0020550052,0.0054364046,0.0036354538,0.002001668,0.002100183],"domain_scores_gemma":[0.9895645,0.004472393,0.0013294874,0.0014450204,0.002613838,0.0005748093],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007796074,0.0022135056,0.003949777,0.0010912009,0.00090136245,0.00071386626,0.0014092365,0.000767393,0.0006356205],"category_scores_gemma":[0.007068138,0.0020942905,0.0011662415,0.0013267802,0.00435578,0.0044707973,0.0012376308,0.0027681226,0.00016427369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047125708,0.0030328583,0.028758187,0.010800691,0.003205295,0.0002296838,0.60316783,0.00028162563,0.000057013367,0.0015139413,0.34292963,0.005551977],"study_design_scores_gemma":[0.02195371,0.00043619468,0.06915272,0.042511042,0.0010831429,0.000059754344,0.6419755,0.027530683,0.00025841306,0.015793476,0.1731485,0.0060968567],"about_ca_topic_score_codex":0.017994724,"about_ca_topic_score_gemma":0.046026822,"teacher_disagreement_score":0.55094546,"about_ca_system_score_codex":0.006133723,"about_ca_system_score_gemma":0.0007656839,"threshold_uncertainty_score":0.9995325},"labels":[],"label_agreement":null},{"id":"W4403324967","doi":"10.1177/26349795241289786","title":"Activating smell’s political potential through smellwalk route design","year":2024,"lang":"en","type":"article","venue":"Multimodality & Society","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Institute for Humanities Research, Arizona State University","keywords":"Politics; Political science; Communication; Business; Aesthetics; Psychology; Art; Law","score_opus":0.22960616725809865,"score_gpt":0.3316448561542947,"score_spread":0.10203868889619602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403324967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.780116,0.00029372054,0.2010021,0.0049167993,0.003354984,0.0006978385,0.00015537509,0.0016675701,0.0077955737],"genre_scores_gemma":[0.99147695,0.00005533585,0.004717122,0.0021611627,0.00042097963,0.000023774293,0.00000442864,0.00003771042,0.0011025146],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973678,0.0003573508,0.00035999133,0.0007095292,0.0004890572,0.00071627484],"domain_scores_gemma":[0.99859864,0.0008363791,0.000053272743,0.0003196122,0.000055073284,0.00013700905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037825172,0.00029513624,0.00029038326,0.000019749905,0.00073200336,0.0002463835,0.00020531088,0.00017692603,0.00022914527],"category_scores_gemma":[0.0003558442,0.00025470002,0.00049384596,0.0003240363,0.00036958302,0.0005572057,0.0001519068,0.0005589181,0.00026995497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011375815,0.00043117462,0.00079890044,0.0003373071,0.00023600763,0.00010035346,0.019771794,0.0016557315,0.91818315,0.043903768,0.009847269,0.0046207877],"study_design_scores_gemma":[0.001770955,0.00027517992,0.010280709,0.00019648204,0.00020591753,0.00011235357,0.018171836,0.18953183,0.6999192,0.018353349,0.05936168,0.0018204796],"about_ca_topic_score_codex":0.00013523143,"about_ca_topic_score_gemma":0.0000012249883,"teacher_disagreement_score":0.21826392,"about_ca_system_score_codex":0.00023166809,"about_ca_system_score_gemma":0.000099526835,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null}]}