{"meta":{"query_hash":"00f3b6cb87cc","filters":{"venue":"BCP Social Sciences & Humanities"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/00f3b6cb87cc","api":"https://metacan.xera.ac/api/v1/cohort?venue=BCP+Social+Sciences+%26+Humanities"},"results":[{"id":"W4220793267","doi":"10.54691/bcpssh.v16i.518","title":"Reflection of Modern Society through Cyberpunk","year":2022,"lang":"en","type":"article","venue":"BCP Social Sciences & Humanities","topic":"Digital Games and Media","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":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Dystopia; Reputation; Theme (computing); Language change; Power (physics); Art; Sociology; Aesthetics; Engineering; Media studies; Literature; Computer science; Social science; World Wide Web","score_opus":0.12715713825192748,"score_gpt":0.3622822349499317,"score_spread":0.23512509669800424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220793267","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20349254,0.003799822,0.008771617,0.036941897,0.0014814715,0.00003342901,0.00008405896,0.00015032952,0.74524486],"genre_scores_gemma":[0.9719347,0.0010681337,0.0006350514,0.0017600191,0.00021312454,0.000019418974,0.000022411636,0.00011177129,0.024235416],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961461,0.0027825898,0.00005664642,0.00022139658,0.00041092568,0.0003823679],"domain_scores_gemma":[0.99791783,0.0011876671,0.00020962353,0.00027096065,0.0001533767,0.00026056392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026493955,0.0008200481,0.00034048015,0.0019388278,0.009991902,0.013576313,0.0011111906,0.0026394115,0.0073778247],"category_scores_gemma":[0.0050574928,0.00031874716,0.0003664262,0.001369904,0.04096295,0.016484834,0.010067146,0.0063618673,0.0007253091],"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":[0.000018766645,0.000018224675,0.0005203522,0.000052591364,0.000007339248,0.00044068572,0.5594976,0.00013912558,0.00036277,0.42255753,0.009440976,0.0069441325],"study_design_scores_gemma":[0.0000070520746,0.000027795584,0.0008570335,0.000227786,0.000007544358,0.000652738,0.41471073,0.00035273106,0.00048734018,0.08751946,0.49512357,0.000026208334],"about_ca_topic_score_codex":0.0034084856,"about_ca_topic_score_gemma":0.0047468147,"teacher_disagreement_score":0.013576313,"about_ca_system_score_codex":0.005337623,"about_ca_system_score_gemma":0.0017350155,"threshold_uncertainty_score":0.038727343},"labels":[],"label_agreement":null},{"id":"W4220808764","doi":"10.54691/bcpssh.v16i.477","title":"Are We under the Influence of What This Study See: The Power of Body Tattoos in a Job Interview","year":2022,"lang":"en","type":"article","venue":"BCP Social Sciences & Humanities","topic":"Tattoo and Body Piercing Complications","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":"Concordia University","funders":"","keywords":"Power (physics); Psychology; Position (finance); Social psychology; Work (physics); Business; Engineering","score_opus":0.1423895083926212,"score_gpt":0.3778905946421777,"score_spread":0.2355010862495565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220808764","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10296074,0.026065433,0.009409054,0.780658,0.023640355,0.00018899643,0.00025946868,0.00023275265,0.05658521],"genre_scores_gemma":[0.7233676,0.0114141125,0.0067965426,0.23734808,0.006610232,0.0004249318,0.000114159295,0.00039541122,0.013528945],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.93033075,0.051526353,0.0017892541,0.003935614,0.008278376,0.0041397503],"domain_scores_gemma":[0.8510347,0.06667602,0.025698638,0.0102689415,0.030591786,0.01572997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.058417507,0.000488748,0.00083452906,0.0016681954,0.009605936,0.012041264,0.0019057674,0.0057462463,0.008914365],"category_scores_gemma":[0.20150395,0.0007418692,0.0008366231,0.001252347,0.02176013,0.01739774,0.007156816,0.0084336875,0.0037982534],"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":[0.00033519755,0.00022718788,0.08047491,0.0016525047,0.0002559337,0.0015888315,0.344979,0.0001563328,0.0024464536,0.041934874,0.2429512,0.28299755],"study_design_scores_gemma":[0.000054898752,0.00018530585,0.018793257,0.005754811,0.0001990595,0.0022062832,0.48583788,0.000355242,0.0023287265,0.029534632,0.45452702,0.00022284604],"about_ca_topic_score_codex":0.008821547,"about_ca_topic_score_gemma":0.0081029385,"teacher_disagreement_score":0.058417507,"about_ca_system_score_codex":0.0048452555,"about_ca_system_score_gemma":0.0140985465,"threshold_uncertainty_score":0.30894506},"labels":[],"label_agreement":null},{"id":"W4293858643","doi":"10.54691/bcpssh.v19i.1624","title":"A Case Study of How Netflix Adapts Its Development Strategy to the Media System in Canada","year":2022,"lang":"en","type":"article","venue":"BCP Social Sciences & Humanities","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","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":"Production (economics); Order (exchange); Government (linguistics); Computer science; Mode (computer interface); Globalization; Digital media; Quality (philosophy); Advertising; Business; Multimedia; World Wide Web; Political science; Economics","score_opus":0.12793122434340498,"score_gpt":0.2572899411327061,"score_spread":0.1293587167893011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293858643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.813419,0.0006716122,0.0023652208,0.011666587,0.00012044858,0.00026385527,0.00044472638,0.00009579664,0.17095284],"genre_scores_gemma":[0.95381594,0.0005475775,0.0021086056,0.0010458248,0.000012308493,0.000039581326,0.00015941418,0.000035843757,0.042234957],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962807,0.0006941929,0.00006438472,0.00025565102,0.0009190284,0.0017861066],"domain_scores_gemma":[0.99716103,0.00044210846,0.00011400604,0.00011419701,0.0009788112,0.0011899624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017396276,0.00044490976,0.00022401061,0.0014107588,0.023225747,0.0057779504,0.0021588616,0.0025145703,0.0046092747],"category_scores_gemma":[0.0038948802,0.00024647877,0.00037765,0.0028190329,0.0042468994,0.0013752681,0.0030337812,0.0020694034,0.0003554925],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003962536,0.00056584616,0.13883123,0.00048771733,0.0000912338,0.074562274,0.28563067,0.014059628,0.009721991,0.26299322,0.06717365,0.14548635],"study_design_scores_gemma":[0.00004122599,0.00020286978,0.06723053,0.00032595545,0.00008022977,0.003594463,0.44844192,0.010178473,0.0037500982,0.003487483,0.4624633,0.00020342415],"about_ca_topic_score_codex":0.9858525,"about_ca_topic_score_gemma":0.9941869,"teacher_disagreement_score":0.12885779,"about_ca_system_score_codex":0.12885779,"about_ca_system_score_gemma":0.11953641,"threshold_uncertainty_score":0.93493307},"labels":[],"label_agreement":null},{"id":"W4306736812","doi":"10.54691/bcpssh.v20i.2335","title":"Research on the renewal of architectural landscape and public cognition in LianBaoLi Historical and cultural block in Wuhan","year":2022,"lang":"en","type":"article","venue":"BCP Social Sciences & Humanities","topic":"Cultural Heritage Management and Preservation","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":"Cultural heritage; Population; Quarter (Canadian coin); Cultural landscape; History; Geography; Environmental ethics; Sociology; Archaeology","score_opus":0.39894570602970225,"score_gpt":0.33633350037027315,"score_spread":0.0626122056594291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306736812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99518096,0.00014379996,0.000054656466,0.0002853758,0.0000033633698,0.000007868635,0.000005027078,0.0000012642249,0.0043177367],"genre_scores_gemma":[0.9987816,0.000118032636,0.000049361053,0.0000315977,0.0000020494113,0.000011925501,0.000009590838,7.7920816e-7,0.0009951352],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999331,0.00024765418,0.000019957131,0.00009660882,0.000106602856,0.00019816871],"domain_scores_gemma":[0.9992168,0.00023734347,0.0001662832,0.000048695605,0.00014008381,0.00019073284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014638437,0.00022230059,0.0003006407,0.0013223346,0.0035118754,0.0021835007,0.0007555971,0.00047676687,0.0022821776],"category_scores_gemma":[0.0019479424,0.00018576767,0.00032504267,0.0010800426,0.003046967,0.0017824713,0.0015394005,0.00091488345,0.000114633905],"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":[0.000052013536,0.0004997706,0.26441178,0.00014070643,0.000062187086,0.00057138695,0.6835305,0.00029505417,0.0014121801,0.0122862235,0.0011625313,0.03557569],"study_design_scores_gemma":[0.0000045726842,0.00008751099,0.5208436,0.0000975048,0.000038617094,0.00008347643,0.4670751,0.0005722467,0.00032383934,0.0012936679,0.0095545715,0.000025337351],"about_ca_topic_score_codex":0.13362038,"about_ca_topic_score_gemma":0.2560979,"teacher_disagreement_score":0.13362038,"about_ca_system_score_codex":0.007219129,"about_ca_system_score_gemma":0.0050211377,"threshold_uncertainty_score":0.26568526},"labels":[],"label_agreement":null},{"id":"W4306736902","doi":"10.54691/bcpssh.v20i.2421","title":"Research on the Creative Communication Mode of Advertising under the New Media Perspective","year":2022,"lang":"en","type":"article","venue":"BCP Social Sciences & Humanities","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":1,"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":"Advertising; Advertising research; Advertising account executive; Native advertising; Newspaper; Pace; Advertising campaign; Perspective (graphical); Interactivity; New media; Creativity; Business; Online advertising; Marketing; Multimedia; Computer science; Political science; The Internet","score_opus":0.26395290502229823,"score_gpt":0.4359879646741069,"score_spread":0.17203505965180865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306736902","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20290881,0.012564685,0.03780303,0.005479131,0.00043281715,0.00015920222,0.0000471919,0.00007997857,0.7405252],"genre_scores_gemma":[0.95521396,0.007381352,0.00951813,0.000414481,0.00035757563,0.00011598888,0.000026542688,0.00003935803,0.026932659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99853194,0.00072066236,0.00005692936,0.00017169566,0.000365408,0.0001533159],"domain_scores_gemma":[0.99389267,0.004338067,0.00051941973,0.00037718113,0.0005388845,0.00033379416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020078504,0.00048537116,0.00021880295,0.0028776831,0.0020029997,0.010087777,0.00083823455,0.001081807,0.0073910295],"category_scores_gemma":[0.0051725283,0.00028748324,0.000601303,0.0021095804,0.0059631374,0.00998752,0.0013366179,0.0013979864,0.0007609621],"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":[0.00007582083,0.00008750818,0.0048943134,0.0004840302,0.000021789347,0.00043782522,0.039230198,0.00033905444,0.0014129074,0.88327366,0.001622165,0.06812072],"study_design_scores_gemma":[0.00012189568,0.00030204968,0.026674548,0.0015663146,0.0001586041,0.0047057313,0.08042148,0.008958083,0.004663068,0.6744727,0.1978268,0.0001286135],"about_ca_topic_score_codex":0.0009338119,"about_ca_topic_score_gemma":0.0007786167,"teacher_disagreement_score":0.010087777,"about_ca_system_score_codex":0.0018600774,"about_ca_system_score_gemma":0.0015811326,"threshold_uncertainty_score":0.024725497},"labels":[],"label_agreement":null},{"id":"W4306742195","doi":"10.54691/bcpssh.v20i.2149","title":"Playing Hard-to-Get: Comparative Advantage in Dating?","year":2022,"lang":"en","type":"article","venue":"BCP Social Sciences & Humanities","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","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":"Aurora College","funders":"","keywords":"Popularity; Plan (archaeology); Psychology; Field (mathematics); Social psychology; Computer science; History; Mathematics","score_opus":0.20699555509492595,"score_gpt":0.430072441796689,"score_spread":0.22307688670176307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306742195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9399868,0.0016477578,0.001054024,0.00059067144,0.0000692722,0.000026453783,0.000045599973,0.000013293834,0.056566123],"genre_scores_gemma":[0.9965738,0.00023738801,0.0009801342,0.000119696655,0.00002873632,0.000010959439,0.000018600367,0.000007521079,0.0020232135],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984516,0.0008023766,0.000068378824,0.0001934825,0.00034551346,0.00013866885],"domain_scores_gemma":[0.99618787,0.0017845704,0.00051483023,0.00044860967,0.00023367953,0.0008305104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027875486,0.00035354003,0.00038389314,0.0011821318,0.00080551463,0.0020786389,0.0004316064,0.0005465455,0.013191427],"category_scores_gemma":[0.007368159,0.00017241317,0.00019699842,0.0005569113,0.0016606476,0.0016289691,0.002008011,0.0005244623,0.00062577386],"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":[0.006448831,0.0027281013,0.32685107,0.00091213826,0.0003865518,0.0012557029,0.013455099,0.00039384686,0.049641218,0.08454132,0.0031401124,0.51024604],"study_design_scores_gemma":[0.0003006556,0.007137361,0.9106091,0.00029398515,0.00035823826,0.003993414,0.019259946,0.0014458084,0.009735559,0.0258468,0.020870408,0.00014864751],"about_ca_topic_score_codex":0.00039423478,"about_ca_topic_score_gemma":0.00085864693,"teacher_disagreement_score":0.013191427,"about_ca_system_score_codex":0.000305904,"about_ca_system_score_gemma":0.00019718558,"threshold_uncertainty_score":0.04412973},"labels":[],"label_agreement":null},{"id":"W4377080764","doi":"10.54691/bcpssh.v21i.3429","title":"The Development of the Telephone Network: Relationship between Telecommunication and Globalization","year":2023,"lang":"en","type":"article","venue":"BCP Social Sciences & Humanities","topic":"Diverse academic and cultural studies","field":"Economics, Econometrics and Finance","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":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Globalization; Technological determinism; Telecommunications; Economic geography; Business; Sociology; Engineering; Economics; Social science; Market economy","score_opus":0.2332222199386633,"score_gpt":0.29169106432306385,"score_spread":0.05846884438440056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377080764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78269833,0.015795538,0.003740012,0.019522749,0.00015566256,0.000035794503,0.00026508328,0.000022063798,0.1777647],"genre_scores_gemma":[0.9932681,0.00451441,0.00032271162,0.00016460991,0.0000789456,0.000008498654,0.000027654116,0.0000041297803,0.0016109151],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99930346,0.00041869262,0.000027795973,0.00006381881,0.00008859223,0.000097589844],"domain_scores_gemma":[0.9972746,0.0012344779,0.00072447845,0.000052591375,0.0003154387,0.00039846412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057054544,0.00012644322,0.00010267533,0.0013223378,0.0006537707,0.0020261614,0.0001809689,0.000512058,0.004744887],"category_scores_gemma":[0.002418767,0.000068196314,0.00013874206,0.0027712474,0.0020706444,0.0024046104,0.0011267918,0.00068976136,0.0001915268],"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":[0.00015772955,0.00013703978,0.38957497,0.00041992194,0.000058526086,0.0015077654,0.025156604,0.0032076978,0.0010159103,0.46924943,0.006546886,0.10296754],"study_design_scores_gemma":[0.000010202059,0.0001520132,0.75169814,0.0007749041,0.00008514978,0.0016749944,0.054363526,0.0030260168,0.00060550496,0.0729365,0.11461299,0.000060028688],"about_ca_topic_score_codex":0.0036530194,"about_ca_topic_score_gemma":0.00335114,"teacher_disagreement_score":0.004744887,"about_ca_system_score_codex":0.0015350174,"about_ca_system_score_gemma":0.0009922236,"threshold_uncertainty_score":0.015873253},"labels":[],"label_agreement":null}]}