{"meta":{"query_hash":"375d6db119af","filters":{"venue":"Digital Creativity"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/375d6db119af","api":"https://metacan.xera.ac/api/v1/cohort?venue=Digital+Creativity"},"results":[{"id":"W1985156793","doi":"10.1080/14626260903290323","title":"Cheerleaders/booth babes/<i>Halo</i>hoes: pro-gaming, gender and jobs for the boys","year":2009,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Digital Games and Media","field":"Social Sciences","cited_by":126,"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; York University","funders":"","keywords":"Promotion (chess); League; Negotiation; Tournament; Advertising; Rutter; Sociology; Embodied cognition; Psychology; Business; Political science","score_opus":0.05713212475843362,"score_gpt":0.3174749070463329,"score_spread":0.2603427822878993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985156793","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06711765,0.00070367416,0.00095838675,0.0021604402,0.00021550164,0.000925949,0.0000859026,0.00013936231,0.9276931],"genre_scores_gemma":[0.9560262,0.00007244581,0.000072964656,0.00052682747,0.00028002608,0.000033252072,0.000011478118,0.00001232505,0.042964473],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878716,0.000026700958,0.00014500796,0.00028599915,0.00031777224,0.00043736733],"domain_scores_gemma":[0.9990944,0.0003927467,0.000069632064,0.00018322827,0.00007356377,0.00018639052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035530454,0.0001605988,0.00019024606,0.000029109075,0.0002380998,0.0006829743,0.00020663904,0.00008419059,0.000018537628],"category_scores_gemma":[0.0006525748,0.000112600996,0.00010920893,0.00014561394,0.00041139752,0.0009220774,0.000034135657,0.000097131124,0.000013863419],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005048416,0.00024835207,0.009323135,0.000028252283,0.000050846873,0.0000050043186,0.019694865,0.0000016382106,0.000037808994,0.061031166,0.007013609,0.9025148],"study_design_scores_gemma":[0.0003990542,0.00017792745,0.03187213,0.000021586698,0.000029777368,0.0000023095836,0.008930455,0.000047075744,0.00008753288,0.0069007417,0.9512743,0.0002571201],"about_ca_topic_score_codex":0.000045963276,"about_ca_topic_score_gemma":0.000102175305,"teacher_disagreement_score":0.94426066,"about_ca_system_score_codex":0.000042658656,"about_ca_system_score_gemma":0.000106725754,"threshold_uncertainty_score":0.65859365},"labels":[],"label_agreement":null},{"id":"W1999634081","doi":"10.1080/14626261003654632","title":"Post PostScript please","year":2010,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Computer science; Reading (process); Multimedia; Human–computer interaction; World Wide Web; Linguistics","score_opus":0.013186240116615577,"score_gpt":0.2819472134565826,"score_spread":0.268760973339967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999634081","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45071977,0.0000068606955,0.000006281317,0.0004997248,0.0004219238,0.000078132856,0.000088328896,0.00008094717,0.548098],"genre_scores_gemma":[0.8939898,0.0000030652636,0.000029723658,0.00023928593,0.000256293,0.000005346236,0.000027587212,0.000009365771,0.10543954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990709,0.000018723154,0.00009934994,0.00018921283,0.00030402336,0.0003178368],"domain_scores_gemma":[0.9992114,0.00012517208,0.00003991503,0.00018156857,0.00011545074,0.00032654378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017830277,0.000099555036,0.00011800072,0.00003703841,0.00010354511,0.0005252714,0.00019444463,0.00007808787,0.00033136437],"category_scores_gemma":[0.0015112106,0.00009059013,0.00008847181,0.00014376974,0.0003933459,0.0012138257,0.000053320953,0.00016226353,0.00038230987],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039222763,0.00039774197,0.048955332,0.0000074649597,0.000017286806,0.000039287926,0.005546613,9.5628224e-8,0.001649853,0.13560274,0.0032037098,0.80454063],"study_design_scores_gemma":[0.00012265335,0.000044043245,0.019205986,0.0000046989785,0.0000040630775,0.0000021543522,0.0011022594,0.0000016611319,0.00019025359,0.0012185215,0.97795564,0.0001480392],"about_ca_topic_score_codex":0.00038039847,"about_ca_topic_score_gemma":0.0021204047,"teacher_disagreement_score":0.97475195,"about_ca_system_score_codex":0.000020966298,"about_ca_system_score_gemma":0.00016664536,"threshold_uncertainty_score":0.5065204},"labels":[],"label_agreement":null},{"id":"W2025590540","doi":"10.1080/14626261003654509","title":"Agency as commitment to meaning: communicative competence in games","year":2010,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":73,"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":"Agency (philosophy); Commit; Narrative; Competence (human resources); Meaning (existential); Pleasure; Epistemology; Sociology; Computer science; Psychology; Social psychology; Linguistics; Social science","score_opus":0.023001492040482616,"score_gpt":0.3042657153680887,"score_spread":0.2812642233276061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025590540","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":[0.7828233,0.000005290662,0.014573856,0.0015008519,0.00026231317,0.0002997598,0.00000779881,0.00021662479,0.2003102],"genre_scores_gemma":[0.9937172,0.0000011082285,0.0053805583,0.00033951516,0.000013859222,0.000061859115,0.000006861603,0.000008455497,0.000470608],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99879616,0.000067802095,0.0002508874,0.00039289912,0.0002130318,0.00027919412],"domain_scores_gemma":[0.99832356,0.00028277255,0.0001225507,0.0010355861,0.00017018156,0.00006536224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026366074,0.00017984747,0.0002165352,0.00025265556,0.000119500764,0.00024116131,0.0013408706,0.00008336113,0.000036409652],"category_scores_gemma":[0.0004544884,0.00017499035,0.00004231856,0.0007030188,0.00019586587,0.0014471725,0.0008515787,0.00062091835,0.0003275624],"study_design_candidate":"theoretical_or_conceptual","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":[0.000018500594,0.0005558387,0.04544026,0.000005285459,0.000024040912,0.00003971268,0.0059816167,0.0000046720666,0.010487266,0.8825084,0.00045701198,0.054477416],"study_design_scores_gemma":[0.0014008068,0.0015537465,0.47099757,0.00022942174,0.000008724237,0.00014810162,0.0012505229,0.0058566094,0.1346682,0.32153514,0.060743626,0.0016075297],"about_ca_topic_score_codex":0.000101455036,"about_ca_topic_score_gemma":0.00034792407,"teacher_disagreement_score":0.5609732,"about_ca_system_score_codex":0.00010378758,"about_ca_system_score_gemma":0.00005157273,"threshold_uncertainty_score":0.7135899},"labels":[],"label_agreement":null},{"id":"W2057935230","doi":"10.1080/14626260500147777","title":"Cinematic interaction: From<i>kinoautomat</i>to<i>cause and effect</i>","year":2005,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Digital Games and Media","field":"Social Sciences","cited_by":31,"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":"Exhibition; Narrative; Movie theater; Visual arts; Film director; Art history; Media studies; Art; Sociology; Literature","score_opus":0.016093533773471856,"score_gpt":0.312621677150863,"score_spread":0.29652814337739114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057935230","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":[0.57027465,0.000043582666,0.00003959932,0.00082883565,0.00017951532,0.00018860631,0.000024539375,0.00011355428,0.4283071],"genre_scores_gemma":[0.9802011,0.000014365005,0.00010741518,0.00038357443,0.0003675144,0.000021021686,0.000013061222,0.000011705947,0.018880237],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990117,0.000050765597,0.00015011636,0.0002474973,0.00027738637,0.0002625113],"domain_scores_gemma":[0.9988936,0.0005447058,0.000052099684,0.0001564823,0.000035195557,0.00031787678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017935524,0.00013903847,0.00021892191,0.000047861875,0.000084129,0.00056921644,0.00011649195,0.000054466935,0.00010702557],"category_scores_gemma":[0.0006398835,0.00012139603,0.000057891048,0.00017239999,0.00014069807,0.0013912224,0.0000729575,0.00008494133,0.00041208265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048529117,0.00016947139,0.03433658,0.000020755513,0.00004563918,0.00001370289,0.007990037,0.0000048549277,0.00007743129,0.0029721842,0.0052500484,0.94907075],"study_design_scores_gemma":[0.000333502,0.0001413466,0.013892135,0.0000883444,0.000023865348,0.0000030661101,0.000763847,0.000044365588,0.00032832345,0.00039835792,0.9837507,0.00023217185],"about_ca_topic_score_codex":0.0001864923,"about_ca_topic_score_gemma":0.00076640263,"teacher_disagreement_score":0.9785006,"about_ca_system_score_codex":0.000065757595,"about_ca_system_score_gemma":0.000035159344,"threshold_uncertainty_score":0.54889673},"labels":[],"label_agreement":null},{"id":"W2086798521","doi":"10.1080/14626260701253622","title":"Swarm grammars: growing dynamic structures in 3D agent spaces","year":2007,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":27,"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 Calgary","funders":"","keywords":"Swarm behaviour; Computer science; Rule-based machine translation; Grammar systems theory; Grammar; Swarm robotics; Swarm intelligence; Theoretical computer science; Artificial intelligence; Grammatical evolution; Algorithm; Particle swarm optimization; Generative grammar","score_opus":0.011612102235191364,"score_gpt":0.24493299730790635,"score_spread":0.233320895072715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086798521","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":[0.8993503,0.00021585559,0.08650211,0.000009283866,0.0002266143,0.00010968906,0.000013934123,0.00016477023,0.013407474],"genre_scores_gemma":[0.9990887,0.00002750304,0.0006175229,0.0000147514975,0.00003201192,0.0000032579665,0.000016495214,0.00002463281,0.00017513442],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99909824,0.000007870002,0.0001967488,0.00018928277,0.00016773083,0.00034012686],"domain_scores_gemma":[0.999633,0.00007247605,0.000018871875,0.00017873441,0.000015047268,0.000081846934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015123888,0.00017392234,0.00017546327,0.000108860135,0.000030753425,0.00014447645,0.00012623981,0.00006815976,0.000025628273],"category_scores_gemma":[0.000048264104,0.00016234182,0.000054452106,0.00018384273,0.00004077563,0.0005292201,0.00003724075,0.00016374953,0.00002341421],"study_design_candidate":"design_other","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":[0.000048895392,0.00015599336,0.097366795,0.00020449328,0.00010216546,0.00042047663,0.00176953,0.14270206,0.0029188085,0.0076223863,0.0001505562,0.74653786],"study_design_scores_gemma":[0.0015079548,0.00037611317,0.59047544,0.00047556116,0.000057718556,0.000144933,0.0027530293,0.19470288,0.12801649,0.04254304,0.03496879,0.003978025],"about_ca_topic_score_codex":0.000081755934,"about_ca_topic_score_gemma":0.00027245274,"teacher_disagreement_score":0.7425598,"about_ca_system_score_codex":0.00010938158,"about_ca_system_score_gemma":0.000006888481,"threshold_uncertainty_score":0.6620107},"labels":[],"label_agreement":null},{"id":"W2115306233","doi":"10.1080/14626260701743200","title":"Embodied imagination: a hybrid method of designing for intimacy","year":2007,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":46,"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":"Situated; Embodied cognition; Wearable computer; Computer science; Human–computer interaction; Experiential learning; Domain (mathematical analysis); Process (computing); Wearable technology; Exploratory research; Situated learning; Multimedia; Sociology; Artificial intelligence","score_opus":0.02915226146947727,"score_gpt":0.34752878801127146,"score_spread":0.3183765265417942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115306233","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023116427,0.000007701971,0.93942106,0.00016117588,0.00015043952,0.00022657013,0.000010596694,0.00015838601,0.03674762],"genre_scores_gemma":[0.77032995,1.3645959e-7,0.22938484,0.00004073404,0.000021618085,0.000014264344,0.000008032339,0.0000062890936,0.00019415552],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990713,0.000024625091,0.0002605665,0.0002823705,0.00014947493,0.00021163619],"domain_scores_gemma":[0.99841386,0.00060348696,0.0002156729,0.0002861212,0.00045641352,0.000024443725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007613688,0.00011642531,0.000182962,0.00025477738,0.00007685207,0.00011003849,0.0003545421,0.00003750741,0.000004629735],"category_scores_gemma":[0.00056010624,0.00011655813,0.00006773472,0.00036407416,0.00009225216,0.0017983002,0.00012984373,0.000115646595,0.0000071109057],"study_design_candidate":"bench_or_experimental","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":[0.00006587006,0.00022740339,0.0048395116,0.000033860684,0.000059212365,0.00001329205,0.0004656168,0.000006639171,0.017627623,0.48793358,0.000643527,0.48808387],"study_design_scores_gemma":[0.00060336705,0.00028530508,0.0045172344,0.000035424193,0.000008869621,0.000068951944,0.00008071267,0.014076558,0.8494291,0.12775241,0.0028841044,0.0002579872],"about_ca_topic_score_codex":0.000005564407,"about_ca_topic_score_gemma":0.000001510623,"teacher_disagreement_score":0.8318015,"about_ca_system_score_codex":0.00007680164,"about_ca_system_score_gemma":0.000035571626,"threshold_uncertainty_score":0.47531024},"labels":[],"label_agreement":null},{"id":"W2161121358","doi":"10.1080/14626268.2013.858750","title":"Developing design concepts in a cloud computing environment: creative interactions and brainstorming modalities","year":2014,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Design Education and Practice","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Brainstorming; Modalities; Computer science; Task (project management); Cloud computing; Human–computer interaction; Production (economics); Multimedia; Knowledge management; Artificial intelligence; Systems engineering; Engineering","score_opus":0.03715965090290953,"score_gpt":0.28601235643489603,"score_spread":0.24885270553198652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161121358","genre_codex":"methods","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":[0.34682474,0.00006670894,0.5980072,0.00009497615,0.0001792715,0.0001417872,0.0000062771687,0.00011652897,0.054562494],"genre_scores_gemma":[0.99654037,0.000015626645,0.0029157384,0.00005180341,0.000060676703,0.000010319854,0.000008452586,0.000016619915,0.00038039702],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934834,0.00010034781,0.0001599537,0.00014925547,0.00007635954,0.0001657683],"domain_scores_gemma":[0.99879926,0.0010054411,0.000039900115,0.000088467794,0.000011837744,0.000055085584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024498047,0.0001294808,0.00014843741,0.00007580421,0.00007386635,0.00014786366,0.000049909675,0.000031854506,0.00002629699],"category_scores_gemma":[0.00026014383,0.00014220527,0.000017995768,0.000086794964,0.000059062404,0.0008695629,0.000028129938,0.00014017586,0.000024513029],"study_design_candidate":"design_other","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":[0.00014210826,0.00039121447,0.04923826,0.0003816929,0.0002898313,0.000020400359,0.07261282,0.08204495,0.0022714823,0.07617979,0.0014473168,0.7149801],"study_design_scores_gemma":[0.002708118,0.00025708045,0.129225,0.0008518098,0.000064632055,0.00015287235,0.019618623,0.5710855,0.010186806,0.016938403,0.24633534,0.002575808],"about_ca_topic_score_codex":0.000029770034,"about_ca_topic_score_gemma":0.000006324304,"teacher_disagreement_score":0.7124043,"about_ca_system_score_codex":0.000137869,"about_ca_system_score_gemma":0.000019290048,"threshold_uncertainty_score":0.5798963},"labels":[],"label_agreement":null},{"id":"W2183639342","doi":"10.1080/14626268.2015.998683","title":"Digital eco-art: transformative possibilities","year":2015,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":14,"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":"Transformative learning; Contemplation; Digital art; Witness; Digital media; Sociology; New media; Agency (philosophy); Visual arts; Aesthetics; Art; Computer science; Social science; World Wide Web; Epistemology","score_opus":0.02543884527592051,"score_gpt":0.25301358640535765,"score_spread":0.22757474112943715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183639342","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47952098,0.00001224346,0.00041282983,0.00020418232,0.00004181946,0.00013703803,0.00015433972,0.00006736265,0.51944923],"genre_scores_gemma":[0.9496205,0.0000020003397,0.000045114874,0.0001179119,0.000033657347,0.0000099634635,0.000055065582,0.000012739868,0.050103083],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988237,0.000019738074,0.00018230529,0.00025929054,0.00037227,0.00034270636],"domain_scores_gemma":[0.9993102,0.00006625736,0.00005322149,0.00022224561,0.000014046619,0.00033404364],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014470257,0.0001708763,0.00019177004,0.000025011863,0.000080111844,0.00026531654,0.00015378707,0.000054820277,0.00046890866],"category_scores_gemma":[0.00007383846,0.0001428859,0.000077197714,0.00016266067,0.0003016391,0.003357305,0.00009382812,0.00011739215,0.0052287765],"study_design_candidate":"observational","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":[0.00008655483,0.00021680977,0.93104964,0.00000937875,0.00001116595,0.000009226437,0.0041177347,0.000023044839,0.0000053593167,0.0002591761,0.03779517,0.026416749],"study_design_scores_gemma":[0.0028238804,0.0021988177,0.3166587,0.00006116403,0.000033626577,0.000072205476,0.009200323,0.0009739925,0.0006579041,0.028482938,0.6371547,0.0016817476],"about_ca_topic_score_codex":0.00015062612,"about_ca_topic_score_gemma":0.00040370174,"teacher_disagreement_score":0.6143909,"about_ca_system_score_codex":0.00022771473,"about_ca_system_score_gemma":0.000041084608,"threshold_uncertainty_score":0.99554574},"labels":[],"label_agreement":null},{"id":"W2522880744","doi":"10.1080/14626268.2016.1210646","title":"Exploring digital fiction as a tool for teenage body image bibliotherapy","year":2016,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Mental Health via Writing","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Bibliotherapy; Reading (process); Psychology; Visual arts; Multimedia; Computer science; Art; Psychotherapist; Philosophy","score_opus":0.10062634637840773,"score_gpt":0.3764182674049217,"score_spread":0.27579192102651395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522880744","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":[0.81069386,0.00003967025,0.009015018,0.00024877812,0.0004596691,0.00070696266,0.00052122766,0.00026229396,0.17805254],"genre_scores_gemma":[0.98911685,0.000023050172,0.00011885728,0.00010745694,0.00034106316,0.0005578891,0.000043012962,0.00006246614,0.00962937],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832404,0.000037624694,0.0003468789,0.00050816283,0.00021471265,0.00056859414],"domain_scores_gemma":[0.9985056,0.00076688395,0.00013766755,0.00037408798,0.000067597735,0.00014817796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022465551,0.00023293414,0.00025356354,0.00033641918,0.00015877855,0.00035634372,0.00015152984,0.00007807182,0.00042412835],"category_scores_gemma":[0.0002600549,0.00017870743,0.00014786812,0.00042206515,0.00009711911,0.0037165985,0.000054165885,0.00008955232,0.000796736],"study_design_candidate":"design_other","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":[0.0014955266,0.0011160667,0.10249742,0.00015534315,0.00014997825,0.00006059921,0.0010279492,1.1965908e-7,0.009783008,0.011131843,0.010906603,0.86167556],"study_design_scores_gemma":[0.017569404,0.006148869,0.41575837,0.0011450156,0.000067440145,0.00033407254,0.0037480027,0.00006175084,0.03491372,0.010796453,0.506364,0.0030929032],"about_ca_topic_score_codex":0.000034397453,"about_ca_topic_score_gemma":0.0000015000406,"teacher_disagreement_score":0.8585826,"about_ca_system_score_codex":0.00014361882,"about_ca_system_score_gemma":0.000029730949,"threshold_uncertainty_score":0.9999813},"labels":[],"label_agreement":null},{"id":"W2792823278","doi":"10.1080/14626268.2018.1423997","title":"Conducting the in-between: improvisation and intersubjective engagement in soundpainted electro-acoustic ensemble performance","year":2018,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":11,"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":"Embodied cognition; Gesture; Improvisation; Computer science; Articulation (sociology); Human–computer interaction; Movement (music); Choreography; Intersection (aeronautics); Active listening; Communication; Psychology; Dance; Visual arts; Artificial intelligence; Aesthetics; Engineering; Art","score_opus":0.044494743059865303,"score_gpt":0.2681323380268401,"score_spread":0.2236375949669748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792823278","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":[0.9529727,0.000022774171,0.040753506,0.00023111615,0.000069348775,0.0001606905,9.694311e-7,0.000060480917,0.0057283766],"genre_scores_gemma":[0.9996997,0.0000043032614,0.0001230884,0.00005672532,0.000029265475,0.000019620893,8.172924e-7,0.0000029528153,0.00006353859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992415,0.00006801639,0.00013524503,0.00024466196,0.000081146005,0.00022943155],"domain_scores_gemma":[0.9993732,0.00033788165,0.000053792686,0.0001811251,0.00003857887,0.00001543826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005379802,0.00009703833,0.00012963491,0.00008924643,0.00018092211,0.000116987685,0.00019274736,0.000041416064,0.0000010740824],"category_scores_gemma":[0.00029960083,0.00007217928,0.000014246571,0.00030163638,0.0002482404,0.00060149806,0.00023429374,0.00022448685,0.0000041823228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004715728,0.000109979934,0.72313464,0.000032362448,0.000054284814,0.000006943483,0.03294765,0.000008225109,0.0017968658,0.010288545,0.00008884009,0.23148453],"study_design_scores_gemma":[0.0011863098,0.0012725466,0.92359406,0.0001151388,0.000012792149,0.000020254485,0.0055714934,0.03324756,0.012482947,0.021220597,0.0007679767,0.000508303],"about_ca_topic_score_codex":0.000043376178,"about_ca_topic_score_gemma":0.00019430679,"teacher_disagreement_score":0.23097622,"about_ca_system_score_codex":0.00008422293,"about_ca_system_score_gemma":0.000028474811,"threshold_uncertainty_score":0.29433855},"labels":[],"label_agreement":null},{"id":"W2996290965","doi":"10.1080/14626268.2019.1699576","title":"Special issue on hybrid pedagogies editorial","year":2019,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":10,"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 Toronto","funders":"","keywords":"Engineering ethics; Sociology; Computer science; Multimedia; Epistemology; Philosophy; Engineering","score_opus":0.0162833927753315,"score_gpt":0.2811262014885774,"score_spread":0.26484280871324595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996290965","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37054887,0.0000014206418,0.0027957642,0.00046783042,0.08038024,0.00022719713,0.00002246166,0.0004413781,0.5451148],"genre_scores_gemma":[0.90908325,4.7272528e-7,0.0001704723,0.0000929644,0.081790015,0.000009831096,0.000013034734,0.000010866078,0.008829081],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987962,0.000025816353,0.00016039118,0.00041929417,0.00035663822,0.00024161713],"domain_scores_gemma":[0.99900687,0.00017528696,0.000105596075,0.00053108885,0.00015271496,0.000028427148],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011399733,0.0001679135,0.00018397962,0.00015124731,0.000076520046,0.00038260166,0.00055091747,0.00008105618,0.00018724515],"category_scores_gemma":[0.00022263605,0.00015562407,0.00006180308,0.00022344844,0.000079655474,0.002062087,0.00025392184,0.00031023583,0.0035935503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011859336,0.00036492536,0.0066166786,0.000012356604,0.000044120447,0.00003330961,0.00042736073,0.000007872821,0.0005967481,0.09002801,0.74900526,0.15274474],"study_design_scores_gemma":[0.00034203962,0.0004836745,0.0020992877,0.000018491635,0.0000016202079,0.00001221912,0.0000491229,0.00017570956,0.021734823,0.006465097,0.96837616,0.00024176035],"about_ca_topic_score_codex":0.0000062512586,"about_ca_topic_score_gemma":0.0000018457205,"teacher_disagreement_score":0.5385344,"about_ca_system_score_codex":0.000109392255,"about_ca_system_score_gemma":0.000045665955,"threshold_uncertainty_score":0.99718225},"labels":[],"label_agreement":null},{"id":"W4308593955","doi":"10.1080/14626268.2022.2141262","title":"Tweet for help: the role of social media in disaster events and the case of the 2015 Mina stampede","year":2022,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"Dalhousie University","funders":"","keywords":"Hajj; Computer science; Social media; Emergency management; Function (biology); Filter (signal processing); Natural disaster; Data science; World Wide Web; History; Geography; Political science","score_opus":0.01918601661216446,"score_gpt":0.3062629651663128,"score_spread":0.28707694855414834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308593955","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":[0.97447664,0.0001361127,0.000014518806,0.0033719065,0.000031119675,0.0003225727,0.00019388834,0.0000025922084,0.02145065],"genre_scores_gemma":[0.9996059,0.0000060849216,0.0000030963458,0.00001275174,0.000016644957,0.000069017915,0.0000082587585,0.00000247393,0.00027577777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99915355,0.00041789998,0.00012662042,0.000059750306,0.00016211197,0.00008003578],"domain_scores_gemma":[0.9985897,0.0010716553,0.00012332345,0.00016386893,0.000039346553,0.000012093939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010275465,0.000037303587,0.00008878525,0.00001560385,0.0005367468,0.00003547209,0.00025286383,0.000018302735,0.00001628491],"category_scores_gemma":[0.000450773,0.0000197763,0.000057699897,0.0001906406,0.00041219304,0.00019275147,0.00020294296,0.000075087584,1.236606e-7],"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":[0.00021211259,0.00042031857,0.090656765,0.000009846648,0.000050299244,5.907894e-7,0.3559748,0.000016239263,0.000016919868,0.47887033,0.0013107072,0.07246107],"study_design_scores_gemma":[0.0017246653,0.000053334286,0.10382242,0.000010971907,0.00005163196,0.000006099267,0.60184836,0.00073386275,0.00004787435,0.21723469,0.07431516,0.00015093875],"about_ca_topic_score_codex":0.00095347007,"about_ca_topic_score_gemma":0.0039460426,"teacher_disagreement_score":0.26163563,"about_ca_system_score_codex":0.000030725936,"about_ca_system_score_gemma":0.00006048228,"threshold_uncertainty_score":0.41282767},"labels":[],"label_agreement":null},{"id":"W4403585123","doi":"10.1080/14626268.2024.2417297","title":"The Sun Is in Your Hand(held): mediating solar imaginaries and technological ambivalence","year":2024,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ambivalence; Aesthetics; Sociology; Media studies; Art; Psychology; Social psychology","score_opus":0.015137420111649879,"score_gpt":0.28779995405080355,"score_spread":0.2726625339391537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403585123","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":[0.9651284,0.0014450899,0.00008322358,0.007251862,0.00013088305,0.00011623577,0.000058729034,0.0000992695,0.025686307],"genre_scores_gemma":[0.998235,0.00033862598,0.000020701738,0.000057563797,0.00007203903,0.000008073357,0.000001677109,0.0000046236437,0.0012617153],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991835,0.00003583986,0.000101679114,0.00020165996,0.00022703268,0.00025029792],"domain_scores_gemma":[0.9995662,0.0002532926,0.000026983229,0.00009289874,0.000021492593,0.000039158633],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00032031213,0.00008711423,0.000098345554,0.000023333883,0.0004128088,0.0012873821,0.00016401593,0.00007879503,0.000016114907],"category_scores_gemma":[0.0006431396,0.00005480209,0.00002950531,0.00023016773,0.0012298274,0.0009979053,0.00009858699,0.00021064961,0.000011177897],"study_design_candidate":"observational","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":[0.00002153705,0.000034269895,0.5714154,0.000041913103,0.000021410031,0.00008690327,0.027654419,7.0201e-7,0.0006155914,0.07448191,0.0029357239,0.3226902],"study_design_scores_gemma":[0.00023793893,0.0000998778,0.3193775,0.00021251616,0.00001343075,0.000011595685,0.015856352,0.00025201126,0.0057373554,0.21675517,0.4409813,0.00046497237],"about_ca_topic_score_codex":0.0004510112,"about_ca_topic_score_gemma":0.00028381078,"teacher_disagreement_score":0.43804556,"about_ca_system_score_codex":0.00004268598,"about_ca_system_score_gemma":0.0000651029,"threshold_uncertainty_score":0.99974936},"labels":[],"label_agreement":null},{"id":"W4413193203","doi":"10.1080/14626268.2025.2543452","title":"From the comfort of home: examining consumer virtual reality use in the home","year":2025,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Virtual reality; Human–computer interaction; Home automation; Computer science; Multimedia; Augmented reality; Aesthetics; Internet privacy; Art; Telecommunications","score_opus":0.06247277296161282,"score_gpt":0.3025385428216607,"score_spread":0.24006576986004788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413193203","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":[0.9226077,0.000037395526,0.066529684,0.0009216249,0.000060191393,0.00024194414,0.0002477852,0.00003556387,0.009318071],"genre_scores_gemma":[0.99925923,0.000010413605,0.00009605778,0.00037759772,0.000013444311,0.00002165134,0.000029335553,0.0000031122902,0.00018914431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998873,0.00015407646,0.00026532044,0.00026733207,0.0002565446,0.0001837174],"domain_scores_gemma":[0.9962713,0.0025500688,0.00009934385,0.0009918367,0.00005038932,0.000037021255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005442575,0.00011969672,0.00020177313,0.000046558274,0.000102347025,0.00049563963,0.00093892874,0.000049283313,0.0000030097729],"category_scores_gemma":[0.0004278762,0.00007116906,0.00005269793,0.0006845888,0.00023139777,0.001045425,0.00030376753,0.00016306333,0.000005948565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052493644,0.00077552855,0.41129917,0.00001409603,0.00009169742,0.0000074283466,0.005703278,0.00008920679,0.00021877741,0.35048774,0.0072019077,0.22405869],"study_design_scores_gemma":[0.0002902126,0.00006700343,0.97604436,0.00004419221,0.00000844417,0.0000015412661,0.00055050664,0.0016008678,0.0001942375,0.014933739,0.0061476193,0.00011726627],"about_ca_topic_score_codex":0.0019670245,"about_ca_topic_score_gemma":0.0002486603,"teacher_disagreement_score":0.5647452,"about_ca_system_score_codex":0.000034162837,"about_ca_system_score_gemma":0.00010410188,"threshold_uncertainty_score":0.47794643},"labels":[],"label_agreement":null},{"id":"W4415710697","doi":"10.1080/14626268.2025.2561544","title":"<i>In Memoriam</i> : Diana Domingues (May 3, 1947–June 5, 2025)","year":2025,"lang":"en","type":"article","venue":"Digital Creativity","topic":"Earthquake and Disaster Impact Studies","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":"Fonds de Recherche du Québec - Santé","funders":"","keywords":"Photography; Perspective (graphical); Visualization; Virtual reality","score_opus":0.02266630100766291,"score_gpt":0.3430532430508651,"score_spread":0.32038694204320217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415710697","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24340086,0.00038111178,0.000042882122,0.0060348837,0.0011124902,0.000181247,0.000025211351,0.00006138501,0.7487599],"genre_scores_gemma":[0.9168195,0.00007532122,0.0000130869885,0.0005441445,0.00024013378,0.000013984303,0.0000045397915,0.000004948356,0.082284346],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988602,0.00009157981,0.0001827114,0.00023955984,0.0002375426,0.00038844088],"domain_scores_gemma":[0.99900264,0.00063756737,0.0000454956,0.00017115119,0.00004982394,0.000093335475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035111888,0.00013748636,0.00025902083,0.00010618694,0.00030354285,0.00027830366,0.00017060358,0.00006784119,0.00007391738],"category_scores_gemma":[0.0013051137,0.00012714799,0.00009316462,0.00055040733,0.00031959524,0.0009566629,0.00009864165,0.000101543024,0.000112639325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012813215,0.00063481374,0.59645414,0.000053749176,0.00011132902,0.00006193571,0.034046967,0.0000035568814,0.00003130754,0.0721158,0.25069317,0.045665093],"study_design_scores_gemma":[0.00065436814,0.00003269124,0.061709784,0.000085007654,0.000018856812,2.5109512e-7,0.009379323,0.0000021610367,0.00021793893,0.017324584,0.91030514,0.00026991946],"about_ca_topic_score_codex":0.0022893874,"about_ca_topic_score_gemma":0.013540826,"teacher_disagreement_score":0.67341864,"about_ca_system_score_codex":0.00007673142,"about_ca_system_score_gemma":0.00016102412,"threshold_uncertainty_score":0.75560987},"labels":[],"label_agreement":null}]}