{"meta":{"query_hash":"19fcdf152fb1","filters":{"venue":"Visible Language"},"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/19fcdf152fb1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Visible+Language"},"results":[{"id":"W143101661","doi":"","title":"A Mandala Browser User Study: Visualizing XML Versions of Shakespeare's Plays","year":2009,"lang":"en","type":"article","venue":"Visible Language","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mandala; Computer science; World Wide Web; Venn diagram; Information retrieval; Interface (matter); User interface; Human–computer interaction; Multimedia; Psychology","score_opus":0.01590518737692463,"score_gpt":0.31929758422131543,"score_spread":0.3033923968443908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W143101661","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":[0.6825657,0.0003079298,0.29943892,0.0007546628,0.00030574505,0.00054736657,0.00007256801,0.0005684107,0.015438719],"genre_scores_gemma":[0.9942716,0.000008250228,0.0035575372,0.0007444719,0.00004633896,0.0000015786412,0.00002228236,0.000009125987,0.0013388135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988197,0.00006425095,0.00024685712,0.00029283884,0.00035023433,0.00022609076],"domain_scores_gemma":[0.99907863,0.000042307976,0.000096037176,0.000614613,0.00007314508,0.00009526896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024236416,0.00012466541,0.00019196453,0.00020950938,0.00008819923,0.00013854456,0.0007071536,0.00004171972,0.00012384389],"category_scores_gemma":[0.00006232308,0.00011313569,0.00006411541,0.000757691,0.000017669156,0.0004304442,0.00018010398,0.00008381837,0.000055815188],"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":[0.0001211081,0.008713775,0.038462207,0.00024651256,0.00044663006,0.001365653,0.1116563,0.0013355446,0.0754367,0.60375714,0.08836213,0.07009633],"study_design_scores_gemma":[0.02068815,0.0087916795,0.26890868,0.0012083389,0.00051458547,0.00014276414,0.055234686,0.41303965,0.10015184,0.0033600458,0.12260132,0.005358272],"about_ca_topic_score_codex":0.00006001622,"about_ca_topic_score_gemma":0.000022152311,"teacher_disagreement_score":0.60039705,"about_ca_system_score_codex":0.00002086161,"about_ca_system_score_gemma":0.000042701795,"threshold_uncertainty_score":0.46135396},"labels":[],"label_agreement":null},{"id":"W239958255","doi":"","title":"Excerpts from the Drawn like Money Series","year":2008,"lang":"en","type":"article","venue":"Visible Language","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Capitalism; Visual arts; Sociology; History; Art history; Art; Law; Politics; Political science","score_opus":0.029355060160533773,"score_gpt":0.341566039555332,"score_spread":0.3122109793947982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W239958255","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":[0.95775515,0.00165374,0.000023292689,0.002703352,0.0010693483,0.00048068276,0.00007158308,0.00013973124,0.036103126],"genre_scores_gemma":[0.96969265,0.00044589955,0.00024661096,0.0070083975,0.0010679471,0.00011973198,0.00004217945,0.000028890452,0.021347681],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849224,0.00019073737,0.00023945709,0.00019723496,0.0001245023,0.0007558285],"domain_scores_gemma":[0.99902046,0.00035781803,0.00009022729,0.00040727775,0.00006498204,0.00005922489],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000226468,0.00012548707,0.00021862643,0.00002595807,0.006923376,0.000008381586,0.00022117591,0.00014126286,0.002734436],"category_scores_gemma":[0.000086530104,0.00007971145,0.00005497452,0.0001397912,0.00012584374,0.00007129354,0.00025285385,0.0003829592,0.0023117564],"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":[0.000076223085,0.00005788375,0.08626625,0.000034106313,0.000092299284,0.00021197485,0.71766305,0.0000035240969,0.0007264288,0.00065893366,0.19368462,0.00052469346],"study_design_scores_gemma":[0.0009666858,0.00017130769,0.25305316,0.00004894357,0.00003469457,0.000017240933,0.24043858,0.000016835498,0.000116040355,0.0003629037,0.5044711,0.00030247789],"about_ca_topic_score_codex":0.028766215,"about_ca_topic_score_gemma":0.053204343,"teacher_disagreement_score":0.4772245,"about_ca_system_score_codex":0.000078719895,"about_ca_system_score_gemma":0.00023056842,"threshold_uncertainty_score":0.99846506},"labels":[],"label_agreement":null},{"id":"W2910829789","doi":"","title":"Visual Improvisation: Cognition, Materiality, and Postlinguistic Visual Poetry","year":2014,"lang":"en","type":"article","venue":"Visible Language","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":18,"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":"Materiality (auditing); Improvisation; Poetry; Poetics; Linguistics; Meaning (existential); Psychology; Cognitive science; Aesthetics; Art; Visual arts; Philosophy","score_opus":0.01157633339900792,"score_gpt":0.3178577339066361,"score_spread":0.30628140050762814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910829789","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":[0.9504114,0.00040004234,0.0017908857,0.0001029407,0.0012685827,0.00026912658,0.000050338083,0.00026616952,0.045440532],"genre_scores_gemma":[0.99498576,0.000007081673,0.00019853152,0.0015040438,0.0014871244,0.000042552594,0.00030339783,0.000046856123,0.0014246391],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983263,0.00025607419,0.00032418087,0.0004582352,0.00022465171,0.000410548],"domain_scores_gemma":[0.9992285,0.00012804488,0.00012653248,0.0002537195,0.00011180329,0.00015141185],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005111817,0.00022572635,0.00026234507,0.00016933323,0.00015096422,0.00015083545,0.00011256653,0.0001772102,0.0029083665],"category_scores_gemma":[0.00024356172,0.00021057506,0.00006278923,0.0002014415,0.0000962698,0.00010016381,0.0000681696,0.00015068582,0.0008000033],"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":[0.0020480617,0.0029337779,0.015856922,0.0012347614,0.0010175813,0.00091916515,0.060722258,0.0000012392652,0.3614185,0.11333398,0.009687921,0.43082586],"study_design_scores_gemma":[0.037824742,0.009706872,0.590476,0.00087358843,0.0032100778,0.0021519612,0.0948094,0.0025942917,0.15437855,0.056336083,0.039337862,0.0083005605],"about_ca_topic_score_codex":0.00050206005,"about_ca_topic_score_gemma":0.000059579957,"teacher_disagreement_score":0.57461905,"about_ca_system_score_codex":0.000019537712,"about_ca_system_score_gemma":0.00002178928,"threshold_uncertainty_score":0.999978},"labels":[],"label_agreement":null},{"id":"W2994343371","doi":"","title":"Pictograms: Can They Help Patients Recall Medication Safety Instructions?","year":2016,"lang":"en","type":"article","venue":"Visible Language","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":16,"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":"Health literacy; Health care; Pictogram; Numeracy; Literacy; Psychology; Nursing; Medicine; Medical education","score_opus":0.022056933352786284,"score_gpt":0.38606118524640864,"score_spread":0.36400425189362234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994343371","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":[0.9617986,0.000038215585,0.0035718495,0.0030301805,0.0014575871,0.0009771902,0.00031206693,0.00030668263,0.028507601],"genre_scores_gemma":[0.9910095,0.00009326078,0.0010570654,0.0049339714,0.00033023703,0.00012737105,0.00026646213,0.000018174533,0.0021639979],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973759,0.00045638168,0.0011555104,0.00023583887,0.00031452184,0.00046187063],"domain_scores_gemma":[0.9981615,0.00032152887,0.00045246517,0.00055585406,0.00026147402,0.0002471743],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011631206,0.00013458269,0.00019287347,0.00014284835,0.00062834966,0.000013346081,0.00023216293,0.0001953584,0.0031543158],"category_scores_gemma":[0.0008528587,0.00008147011,0.000048483736,0.0002358202,0.000047215308,0.0006956206,0.00008898183,0.00030883303,0.0010069434],"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":[0.00009486646,0.00009018544,0.43489686,0.0002599514,0.00001196811,5.1128416e-7,0.0212495,3.3879152e-7,0.00011206762,0.0015999301,0.005163836,0.53652],"study_design_scores_gemma":[0.0032163272,0.000113939095,0.5595911,0.000594939,0.000012356,8.17583e-7,0.0060503627,0.00008633407,0.00018006472,0.0008885479,0.42897046,0.0002947391],"about_ca_topic_score_codex":0.0013182842,"about_ca_topic_score_gemma":0.0011356323,"teacher_disagreement_score":0.53622526,"about_ca_system_score_codex":0.00029837052,"about_ca_system_score_gemma":0.0002529938,"threshold_uncertainty_score":0.9997709},"labels":[],"label_agreement":null},{"id":"W308194251","doi":"","title":"The Use of Metaphors in Dietary Visual Displays around the World","year":2007,"lang":"en","type":"article","venue":"Visible Language","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":1,"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":"Consumption (sociology); Food choice; Variety (cybernetics); Perception; Marketing; Psychology; Business; Sociology; Medicine; Social science; Computer science","score_opus":0.03300280995691806,"score_gpt":0.2771822314707125,"score_spread":0.24417942151379446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W308194251","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":[0.99590254,0.001037427,0.0000013855716,0.0010444351,0.000086155356,0.00013395048,0.000009130874,0.000015778089,0.0017691894],"genre_scores_gemma":[0.9950504,0.00004670011,0.000030728912,0.00025933702,0.00024774694,0.0000036877339,0.00001744335,7.776372e-7,0.0043431916],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99921995,0.000057201407,0.00019322294,0.00012975087,0.00016472483,0.00023514216],"domain_scores_gemma":[0.99918497,0.00062571664,0.000063243475,0.0000731376,0.000016368283,0.000036550286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041826087,0.00008961046,0.00010867089,0.000012877545,0.00016204118,0.000055013763,0.00021597627,0.00003772326,0.00009000121],"category_scores_gemma":[0.0000370873,0.000020743946,0.00008699135,0.00058538816,0.00007569368,0.00010215704,0.000065479246,0.00013263049,0.000012934591],"study_design_candidate":"observational","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":[0.0003951997,0.0005224624,0.051939704,0.00001673765,0.00010560712,0.00030781035,0.0039591864,0.00005877107,0.5888883,0.0022560395,0.01928,0.33227018],"study_design_scores_gemma":[0.00017619025,0.00021747587,0.74403536,0.000029137167,0.000026633086,0.000009714485,0.0045620822,0.00015279371,0.01137536,0.00025258755,0.23895733,0.0002053341],"about_ca_topic_score_codex":0.0014626738,"about_ca_topic_score_gemma":0.05241754,"teacher_disagreement_score":0.69209564,"about_ca_system_score_codex":0.000009031161,"about_ca_system_score_gemma":0.000002564813,"threshold_uncertainty_score":0.9648734},"labels":[],"label_agreement":null},{"id":"W334114913","doi":"","title":"Language Culture Type","year":2003,"lang":"en","type":"article","venue":"Visible Language","topic":"Optics and Image Analysis","field":"Business, Management and Accounting","cited_by":1,"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":"Typeface; Typography; Linguistics; Computer science; Art; Visual arts; Philosophy","score_opus":0.007059167134007495,"score_gpt":0.23485866383639523,"score_spread":0.22779949670238772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W334114913","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":[0.4735326,0.0017967453,0.00022611045,0.00016571504,0.00028089833,0.00011200415,0.0000026230489,0.00018919013,0.52369416],"genre_scores_gemma":[0.9803569,0.000019891806,0.00080560887,0.0025332165,0.00060208124,0.0000032813123,0.000046097986,0.000028617387,0.015604333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924576,0.0000072116736,0.00013312524,0.00020489827,0.00016499245,0.00024403252],"domain_scores_gemma":[0.9994948,0.000007741641,0.00007151918,0.00030268464,0.000109817534,0.000013450414],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015747722,0.00013431498,0.00015142412,0.00015882733,0.00009593551,0.0003439863,0.00015650665,0.000054178287,0.0024649848],"category_scores_gemma":[0.0001996858,0.00010894588,0.0000849147,0.0007783947,0.000017476934,0.00054906955,0.000048434893,0.00010513365,0.0021001303],"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":[0.00009232702,0.0009704178,0.036474925,0.00089739636,0.00067617634,0.0015982077,0.006561058,0.00019718317,0.2570799,0.32375327,0.31645522,0.055243913],"study_design_scores_gemma":[0.0010026969,0.000031357067,0.0017414903,0.000047990678,0.00027767412,0.000009514459,0.009297138,0.001751159,0.006765727,0.0011764411,0.97709054,0.000808264],"about_ca_topic_score_codex":0.0003429093,"about_ca_topic_score_gemma":0.00008548063,"teacher_disagreement_score":0.66063535,"about_ca_system_score_codex":0.000010612216,"about_ca_system_score_gemma":0.000011119272,"threshold_uncertainty_score":0.99867684},"labels":[],"label_agreement":null},{"id":"W345455769","doi":"","title":"Alphabet to Email-How Written English Evolves and Where It's Heading","year":2001,"lang":"en","type":"article","venue":"Visible Language","topic":"Digital Communication and Language","field":"Computer Science","cited_by":1,"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":"Punctuation; Vernacular; Linguistics; Grammar; Written language; Sociology; History; Computer science; Philosophy","score_opus":0.012327332830591295,"score_gpt":0.2612092517106811,"score_spread":0.24888191888008981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W345455769","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":[0.37574327,0.007569338,0.023759378,0.020465547,0.00029889782,0.0005519576,0.000018105698,0.0012504429,0.5703431],"genre_scores_gemma":[0.9780657,0.0000956996,0.010821599,0.0030702192,0.00008441876,0.000015983243,0.0000070661813,0.000017778912,0.00782153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890554,0.00005830371,0.00014506953,0.0003462916,0.00021645671,0.00032835858],"domain_scores_gemma":[0.99861825,0.00009861605,0.000044909513,0.00095918146,0.0000629299,0.00021612202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024167928,0.00015486982,0.00017331098,0.00016102349,0.00011356072,0.00078244874,0.0009352448,0.00005288443,0.000096469186],"category_scores_gemma":[0.00012041542,0.00014307248,0.000046184323,0.0005572923,0.000028711029,0.000902888,0.000546366,0.00012919583,0.000094885014],"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":[0.00004733257,0.00045004612,0.00871267,0.00019416236,0.00012593945,0.0007327567,0.12315936,0.00003758669,0.015997143,0.18895827,0.122703604,0.5388811],"study_design_scores_gemma":[0.0009549096,0.00027133885,0.0049603786,0.00022391198,0.000012278279,0.00008296722,0.012749058,0.0026811657,0.0024224718,0.00054197497,0.9742527,0.00084683317],"about_ca_topic_score_codex":0.0000929124,"about_ca_topic_score_gemma":0.00028621612,"teacher_disagreement_score":0.8515491,"about_ca_system_score_codex":0.000025740028,"about_ca_system_score_gemma":0.00002016704,"threshold_uncertainty_score":0.75451714},"labels":[],"label_agreement":null},{"id":"W756638288","doi":"","title":"(Mis)understanding: Icon Comprehension in Different Cultural Contexts","year":2014,"lang":"en","type":"article","venue":"Visible Language","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":11,"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":"Comprehension; Pictogram; Icon; Premise; Psychology; Cultural diversity; Metaphor; Linguistics; Sociology; Computer science","score_opus":0.035989560952265555,"score_gpt":0.31529408074868764,"score_spread":0.27930451979642207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W756638288","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":[0.90717554,0.0006633019,0.0016987501,0.0001503073,0.0006527793,0.00024422441,0.000009898831,0.00014082341,0.0892644],"genre_scores_gemma":[0.99656594,0.0000066299945,0.000040619037,0.00068532955,0.0002950859,0.000026855201,0.00008751435,0.000027284037,0.0022647658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984948,0.00026096086,0.00027143172,0.00037671084,0.0001981041,0.0003979908],"domain_scores_gemma":[0.9992965,0.00013867494,0.00008667145,0.00035324646,0.000025411393,0.00009948589],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018978513,0.00021985653,0.00031578663,0.00017685257,0.00007364314,0.00005811597,0.00016255701,0.00014736036,0.0019960003],"category_scores_gemma":[0.000041873467,0.00016180752,0.00010201922,0.00019291541,0.00005658156,0.00010154203,0.000025679647,0.0002323123,0.000439445],"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":[0.0014657627,0.0025174662,0.03679214,0.00036136797,0.0004071797,0.00094525254,0.21170183,0.000011906928,0.22942887,0.3615723,0.02574675,0.12904918],"study_design_scores_gemma":[0.036740113,0.0025202825,0.50253886,0.0011186481,0.0004190539,0.00034825812,0.36778513,0.0022702059,0.03787546,0.023746166,0.020527847,0.004109977],"about_ca_topic_score_codex":0.00050622283,"about_ca_topic_score_gemma":0.00039792163,"teacher_disagreement_score":0.46574673,"about_ca_system_score_codex":0.00008623045,"about_ca_system_score_gemma":0.0000054976417,"threshold_uncertainty_score":0.9989163},"labels":[],"label_agreement":null},{"id":"W897840602","doi":"","title":"After the Death of Film: Writing the Natural World in the Digital Age","year":2008,"lang":"en","type":"article","venue":"Visible Language","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":7,"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":"Materiality (auditing); Postmodernism; Art; Natural (archaeology); Aesthetics; Cliché; Modernism (music); Visual arts; Literature; History","score_opus":0.02139919697446752,"score_gpt":0.22802249544263495,"score_spread":0.20662329846816743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W897840602","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":[0.8998802,0.012175952,0.0000059969307,0.001514281,0.00012695433,0.00015462795,0.000047855814,0.000009373317,0.086084805],"genre_scores_gemma":[0.99569875,0.000114635506,0.00002129379,0.0007036761,0.00014052918,0.000031132004,0.000005079893,0.000007954983,0.003276959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993886,0.0000118702355,0.00025060188,0.00012461458,0.00004229583,0.0001820125],"domain_scores_gemma":[0.9993886,0.0002340878,0.000085540174,0.00027367633,0.0000068138415,0.000011318212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002567269,0.000082009945,0.0001659862,0.00007888133,0.00009321024,0.000041833235,0.00025178865,0.000017762643,0.000072900184],"category_scores_gemma":[0.00011294442,0.000041780713,0.00008225138,0.00025947962,0.000086778746,0.000071944174,0.00006743241,0.00016897274,0.00005236906],"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":[0.0000628993,0.00015051065,0.828108,0.000060379924,0.00009035849,0.0004186104,0.07774261,0.00001955437,0.000043101125,0.08110062,0.007772644,0.004430692],"study_design_scores_gemma":[0.000548446,0.000034202192,0.9358656,0.000039146686,0.0000071343784,0.000037166887,0.008819815,0.00017834705,0.00008077392,0.0019222156,0.052275866,0.0001912929],"about_ca_topic_score_codex":0.0002824808,"about_ca_topic_score_gemma":0.0005264725,"teacher_disagreement_score":0.107757576,"about_ca_system_score_codex":0.000012210322,"about_ca_system_score_gemma":0.0000056036656,"threshold_uncertainty_score":0.17037681},"labels":[],"label_agreement":null}]}