{"meta":{"query_hash":"384644d77133","filters":{"venue":"AIS Transactions on Human-Computer Interaction"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"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/384644d77133","api":"https://metacan.xera.ac/api/v1/cohort?venue=AIS+Transactions+on+Human-Computer+Interaction"},"results":[{"id":"W139043267","doi":"10.17705/1thci.00055","title":"Interaction Design for Complex Cognitive Activities with Visual Representations: A Pattern-Based Approach","year":2013,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Visual analytics; Visualization; Human–computer interaction; Data science; Information visualization; Cognition; Creativity; Action (physics); Knowledge management; Artificial intelligence; Psychology","score_opus":0.10688321322544632,"score_gpt":0.37379170870414813,"score_spread":0.2669084954787018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W139043267","genre_codex":"methods","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":[0.0028135178,0.00015230918,0.9910987,0.00049168424,0.000019198265,0.00013442917,0.000037015012,0.00031619746,0.004936912],"genre_scores_gemma":[0.06717748,0.00029097305,0.92876774,0.000106276355,0.000019050412,0.00068088673,0.00011913675,0.00013025448,0.0027082192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99582076,0.0021145914,0.00030075246,0.0006609078,0.0008899987,0.00021301076],"domain_scores_gemma":[0.99596655,0.002155377,0.00030618446,0.0008350385,0.00054635614,0.00019038294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042814887,0.0013714503,0.00078937534,0.0021664607,0.0014997663,0.006367561,0.0031140433,0.0021324859,0.0060478146],"category_scores_gemma":[0.0087677175,0.0009905272,0.0018451527,0.0016297183,0.005193343,0.006292782,0.004144793,0.0021771134,0.0012534072],"study_design_candidate":"simulation_or_modeling","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":[0.00015053553,0.00019960509,0.0015636116,0.00092792325,0.00009707134,0.00043656197,0.007883742,0.030659255,0.010451295,0.7716003,0.0046834876,0.17134656],"study_design_scores_gemma":[0.00014312383,0.00026461604,0.0008184835,0.00051863043,0.00015036816,0.0008476714,0.003448079,0.24505869,0.007991406,0.6369784,0.103688926,0.000091657625],"about_ca_topic_score_codex":0.0021527768,"about_ca_topic_score_gemma":0.0023848827,"teacher_disagreement_score":0.006367561,"about_ca_system_score_codex":0.0016588365,"about_ca_system_score_gemma":0.0019098478,"threshold_uncertainty_score":0.02264297},"labels":[],"label_agreement":null},{"id":"W1468666806","doi":"10.17705/1thci.00056","title":"Toward an Integrative Understanding of Information Technology Training Research across Information Systems and Human-Computer Interaction: A Comprehensive Review","year":2013,"lang":"en","type":"review","venue":"AIS Transactions on Human-Computer Interaction","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Korea Evaluation Institute of Industrial Technology","keywords":"Point (geometry); Computer science; Domain (mathematical analysis); Knowledge management; Training (meteorology); Information system; Information technology; Data science; Engineering","score_opus":0.5534709256795615,"score_gpt":0.5364103941093527,"score_spread":0.017060531570208815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1468666806","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011782434,0.99782664,0.00041839055,0.000882996,0.00019178932,0.000017070764,0.000020938109,0.0000066985303,0.00051755295],"genre_scores_gemma":[0.0011378799,0.99700314,0.00089291495,0.0005867428,0.00020646366,0.00004512104,0.000031211897,0.0000045347233,0.00009197584],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99408036,0.0020357643,0.0015052098,0.0007017756,0.0014257403,0.00025115197],"domain_scores_gemma":[0.9571791,0.03360233,0.0027347873,0.00068866886,0.0051734117,0.00062171975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010801872,0.0016429143,0.00441066,0.024946388,0.0013673271,0.006821431,0.0026638121,0.0037473212,0.0032281578],"category_scores_gemma":[0.020963214,0.0013229292,0.0030497408,0.026229817,0.0024160533,0.011063528,0.0032604313,0.0040702554,0.00089121936],"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":[0.000085517684,0.00014219392,0.0010664545,0.2941366,0.0011117475,0.00027619247,0.0021197393,0.00095420564,0.0013403005,0.02729168,0.021554522,0.6499208],"study_design_scores_gemma":[0.000035458783,0.00027552128,0.0047517573,0.37052977,0.0028015561,0.0008189596,0.0023580976,0.00048466044,0.00049351325,0.0140450485,0.6032975,0.00010819048],"about_ca_topic_score_codex":0.004995373,"about_ca_topic_score_gemma":0.009343387,"teacher_disagreement_score":0.024946388,"about_ca_system_score_codex":0.0045905877,"about_ca_system_score_gemma":0.017737646,"threshold_uncertainty_score":0.057126403},"labels":[],"label_agreement":null},{"id":"W1788943204","doi":"10.17705/1thci.00071","title":"Understanding Task-Performance Chain Feed-Forward and Feedback Relationships in E-health","year":2015,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"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 British Columbia; University of Victoria; University of Lethbridge","funders":"Lawson Foundation","keywords":"Task (project management); Computer science; Perception; Health care; Psychology; Applied psychology; Knowledge management; Process management; Medicine; Engineering","score_opus":0.2974061073983834,"score_gpt":0.4324672033707028,"score_spread":0.1350610959723194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1788943204","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":[0.970125,0.00049095013,0.022942426,0.0006093244,0.00002526398,0.00020280607,0.00033565663,0.00014809435,0.0051205256],"genre_scores_gemma":[0.99339193,0.00012074614,0.0054543205,0.00008525851,0.000012585817,0.00013959444,0.00021715907,0.000032513202,0.00054597325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98812884,0.0067182654,0.00086609833,0.0012694341,0.0022005856,0.000816708],"domain_scores_gemma":[0.7854337,0.17074656,0.022442264,0.008037001,0.010650637,0.0026898573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017277468,0.0008588675,0.0005588777,0.0028462126,0.00087124197,0.0048262803,0.00068601617,0.0013625408,0.004553312],"category_scores_gemma":[0.12085439,0.0008768348,0.00079783885,0.0020164512,0.0011039964,0.0044255806,0.002601423,0.0013972584,0.0007960158],"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":[0.0006887119,0.0012542173,0.86773854,0.0005024535,0.0003503321,0.00014532963,0.014226226,0.0045249653,0.0040898668,0.0019150475,0.00048487674,0.10407946],"study_design_scores_gemma":[0.000029403856,0.000699474,0.97682637,0.00019923375,0.00009222316,0.00010170597,0.0037145473,0.011884681,0.001771417,0.003539256,0.0010543849,0.00008721269],"about_ca_topic_score_codex":0.0072494773,"about_ca_topic_score_gemma":0.0057968684,"teacher_disagreement_score":0.017277468,"about_ca_system_score_codex":0.001589247,"about_ca_system_score_gemma":0.0016724707,"threshold_uncertainty_score":0.091373086},"labels":[],"label_agreement":null},{"id":"W188879110","doi":"10.17705/1thci.00039","title":"Representation in Systems Development and Implementation: A Healthcare Enterprise System Implementation","year":2012,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Athabasca University","funders":"","keywords":"Representation (politics); Context (archaeology); Process (computing); Information system; Computer science; Knowledge management; Healthcare system; Process management; Health care; Data science; Business; Engineering; Political science; Politics; Geography","score_opus":0.07374937373791102,"score_gpt":0.37875207757526924,"score_spread":0.3050027038373582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W188879110","genre_codex":"methods","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":[0.10956756,0.0040444424,0.40686643,0.27124268,0.0010661292,0.0011738224,0.00007143574,0.00040851723,0.20555896],"genre_scores_gemma":[0.8410162,0.0013858937,0.13916329,0.0060312995,0.00019998879,0.00051519944,0.000046580786,0.00010570395,0.0115358895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.909065,0.07871382,0.0017509161,0.0029754718,0.004931713,0.0025630593],"domain_scores_gemma":[0.97314125,0.018113697,0.0011429725,0.0025033883,0.00282845,0.0022701672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.061449084,0.00061421347,0.0006656836,0.0022823254,0.009645821,0.016646186,0.0025502548,0.0071529173,0.006490246],"category_scores_gemma":[0.035823718,0.000839816,0.0013003788,0.003836425,0.030216936,0.018534001,0.016961306,0.008296313,0.0007299404],"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":[0.000034557437,0.0001941641,0.0021502883,0.00017119749,0.000023519695,0.00028185186,0.052089266,0.0014938442,0.0004286252,0.9001486,0.0032353003,0.039748788],"study_design_scores_gemma":[0.00015817222,0.00080263376,0.0043389145,0.0016111225,0.00009155614,0.00069233,0.091434576,0.025016686,0.0027114816,0.65664536,0.21636137,0.00013586244],"about_ca_topic_score_codex":0.007915159,"about_ca_topic_score_gemma":0.0048466446,"teacher_disagreement_score":0.061449084,"about_ca_system_score_codex":0.0143573675,"about_ca_system_score_gemma":0.02375894,"threshold_uncertainty_score":0.3249777},"labels":[],"label_agreement":null},{"id":"W206625662","doi":"10.17705/1thci.00011","title":"HCI Research: Future Challenges and Directions","year":2010,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Society of Canada; University of British Columbia","funders":"","keywords":"Face (sociological concept); Field (mathematics); Engineering ethics; Plan (archaeology); Work (physics); Computer science; Knowledge management; Sociology; Data science; Public relations; Political science; Engineering; Social science","score_opus":0.15245717090730035,"score_gpt":0.37727186935197626,"score_spread":0.22481469844467591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W206625662","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":[0.00059534475,0.15218502,0.0032001394,0.8306791,0.009176185,0.000049208025,0.00006527465,0.00007265134,0.003977121],"genre_scores_gemma":[0.07737679,0.4710218,0.033390913,0.3462951,0.058944605,0.0016573941,0.00040875058,0.00024130274,0.010663355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.87716824,0.08920018,0.006642935,0.006501772,0.01563162,0.0048553078],"domain_scores_gemma":[0.6700335,0.24712902,0.005237797,0.010087712,0.052269164,0.015242824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.16702831,0.002206002,0.0046917256,0.009014186,0.012362388,0.026766162,0.008128568,0.034827825,0.02002752],"category_scores_gemma":[0.11489562,0.0016225112,0.0029684051,0.008856814,0.04603696,0.06497652,0.0177158,0.032546084,0.0058459053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003574462,0.0004656019,0.0016543441,0.008364278,0.00011277134,0.00064160815,0.013273289,0.0009557896,0.0004368289,0.4975708,0.23440945,0.24175775],"study_design_scores_gemma":[0.00009762397,0.0001867891,0.0007829146,0.012449205,0.00006570234,0.0007469014,0.057491522,0.0013464402,0.00016777648,0.429061,0.4974063,0.00019777594],"about_ca_topic_score_codex":0.008476414,"about_ca_topic_score_gemma":0.011417924,"teacher_disagreement_score":0.16702831,"about_ca_system_score_codex":0.013813827,"about_ca_system_score_gemma":0.03647414,"threshold_uncertainty_score":0.88334066},"labels":[],"label_agreement":null},{"id":"W206908678","doi":"10.17705/1thci.00031","title":"The Effect of Customer Service and Content Management on Online Retail Sales Performance: The Mediating Role of Customer Satisfaction","year":2011,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Business; Customer retention; Ticket; Customer advocacy; Marketing; Customer satisfaction; Customer equity; Customer to customer; Revenue; Customer intelligence; Service (business); Service quality; Computer science; Finance","score_opus":0.12402955056666692,"score_gpt":0.3515603360116512,"score_spread":0.22753078544498428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W206908678","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":[0.99182993,0.00021230162,0.00042093406,0.0002873271,0.000008921531,0.00001821383,0.000114932205,0.00001025223,0.0070973686],"genre_scores_gemma":[0.9992786,0.00007798183,0.00014397927,0.000030375813,0.000008882178,0.000005886644,0.000060884304,0.0000028885725,0.0003904893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869686,0.0006509234,0.000057755387,0.0001200827,0.00021222001,0.00026213567],"domain_scores_gemma":[0.98592675,0.008412674,0.0022008189,0.00038801233,0.0011768024,0.0018949839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011336565,0.00050476566,0.00033255006,0.0010344953,0.0004946848,0.0020398884,0.00040976313,0.0005382921,0.00708329],"category_scores_gemma":[0.0069646896,0.00018139907,0.00047485516,0.00144284,0.00071214634,0.001070153,0.0011393712,0.00083067134,0.0005793582],"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":[0.00045892206,0.0010227243,0.9584158,0.00009725359,0.00034849462,0.0003407973,0.0012202616,0.0010774713,0.0014596648,0.0025958295,0.0005482441,0.032414492],"study_design_scores_gemma":[0.000019179277,0.0003585935,0.99263906,0.000038026505,0.00018163797,0.00008775694,0.0018487353,0.0025377527,0.0006389183,0.0009161124,0.00071861484,0.000015751488],"about_ca_topic_score_codex":0.0067421184,"about_ca_topic_score_gemma":0.0047954284,"teacher_disagreement_score":0.00708329,"about_ca_system_score_codex":0.0005405093,"about_ca_system_score_gemma":0.0011010817,"threshold_uncertainty_score":0.023696005},"labels":[],"label_agreement":null},{"id":"W234868170","doi":"10.17705/1thci.00065","title":"Personalityzation: UI Personalization, Theoretical Grounding in HCI and Design Research","year":2015,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Impact of Technology on Adolescents","field":"Social Sciences","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 Alberta","funders":"National Science Foundation","keywords":"Personalization; Human–computer interaction; Computer science; Context (archaeology); Recommender system; Personality; User modeling; Metatheory; Usability; User interface; World Wide Web; Psychology; Social psychology","score_opus":0.25249500631871696,"score_gpt":0.46587310955679584,"score_spread":0.21337810323807888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W234868170","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14642006,0.02719415,0.671127,0.03449528,0.0007942434,0.0005451134,0.00020373517,0.0004996968,0.11872068],"genre_scores_gemma":[0.88687843,0.0068410304,0.10027557,0.0013904701,0.0002537095,0.00050129485,0.00008531644,0.00006244421,0.0037117745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99118584,0.005534261,0.00051203516,0.0011585819,0.0012266625,0.0003827284],"domain_scores_gemma":[0.98026145,0.013946506,0.001245648,0.0024106537,0.0014218437,0.00071388815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011144125,0.0009233011,0.00047869934,0.003971751,0.0026027123,0.008518585,0.0013302155,0.0024526522,0.0031732318],"category_scores_gemma":[0.019494021,0.0007925825,0.0007655356,0.0035008877,0.016270583,0.0095597515,0.0038135576,0.0037330075,0.00042034275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054995602,0.00016263548,0.01004471,0.00084973226,0.000039101848,0.00023082779,0.0341391,0.001992641,0.0014440172,0.83330226,0.0018442526,0.11589573],"study_design_scores_gemma":[0.00006150087,0.00031063223,0.02259009,0.0021933017,0.00009235122,0.0012558892,0.023759905,0.02349039,0.0026081707,0.83919567,0.08427756,0.00016456524],"about_ca_topic_score_codex":0.0042438577,"about_ca_topic_score_gemma":0.0022135507,"teacher_disagreement_score":0.011144125,"about_ca_system_score_codex":0.004777491,"about_ca_system_score_gemma":0.002709049,"threshold_uncertainty_score":0.058936477},"labels":[],"label_agreement":null},{"id":"W2521152100","doi":"10.17705/1thci.00081","title":"Overcoming Challenges to Enable the Potential of Metaverse Platforms: A Qualitative Approach to Understand Value Creation","year":2017,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Copenhagen Business School; Pennsylvania State University; Queen's University; University of Pittsburgh; City University of Hong Kong; University of Central Florida; Texas Tech University; Syracuse University; University of Pennsylvania","keywords":"Metaverse; Social worlds; Value (mathematics); Computer science; Meaning (existential); Possible world; Data science; Knowledge management; Sociology; Epistemology; Human–computer interaction; Social science","score_opus":0.13981790385147597,"score_gpt":0.3879274964519064,"score_spread":0.24810959260043042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521152100","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":[0.7527183,0.0013009694,0.165774,0.024410462,0.00035987108,0.004851023,0.0009839956,0.000115007,0.04948627],"genre_scores_gemma":[0.95052713,0.00074868836,0.03643919,0.0023408788,0.00002816623,0.0047183665,0.00014892462,0.00006740181,0.0049812337],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96199656,0.033010308,0.00060943345,0.0010374377,0.0016025018,0.0017437164],"domain_scores_gemma":[0.92329645,0.065514766,0.0027165683,0.0020813402,0.004972407,0.0014184455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05801514,0.00082836207,0.0007854537,0.004434422,0.010325453,0.008598569,0.002538783,0.0029118916,0.004334888],"category_scores_gemma":[0.050662816,0.00078988477,0.00077060045,0.0035618169,0.020352973,0.01156543,0.009286275,0.0039759674,0.0004640814],"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":[0.000044354718,0.00006499,0.0019119175,0.00030033052,0.000007959109,0.00034921977,0.94443834,0.00027758503,0.0010475464,0.04370202,0.0007764185,0.007079332],"study_design_scores_gemma":[0.000018441613,0.000039223614,0.00046996254,0.00040933298,0.000009557771,0.00010954982,0.9595204,0.001013059,0.00082082726,0.022934437,0.014630142,0.000024972212],"about_ca_topic_score_codex":0.007268246,"about_ca_topic_score_gemma":0.010256808,"teacher_disagreement_score":0.05801514,"about_ca_system_score_codex":0.012042167,"about_ca_system_score_gemma":0.013627276,"threshold_uncertainty_score":0.30681705},"labels":[],"label_agreement":null},{"id":"W2811331895","doi":"10.17705/1thci.00105","title":"Knowledge Sharing in Social Networking Sites: How Context Impacts Individuals’ Social and Intrinsic Motivation to Contribute in Online Communities","year":2018,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Knowledge sharing; Knowledge management; Online participation; Anonymity; Context (archaeology); Social capital; Explanatory power; Online community; Social network (sociolinguistics); Social media; Psychology; Sociology; Computer science; World Wide Web; The Internet","score_opus":0.15909790214517913,"score_gpt":0.38682478685497074,"score_spread":0.2277268847097916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811331895","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":[0.9978313,0.000041660856,0.00017307958,0.000104111474,0.0000023802552,0.000009563236,0.000013620113,0.0000021855765,0.0018221322],"genre_scores_gemma":[0.9997291,0.000016177979,0.00009315335,0.000010124384,0.0000015931181,0.000004714445,0.00000936866,7.9997824e-7,0.00013504444],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99782974,0.0012681227,0.00010784109,0.0002452628,0.00026852184,0.0002805443],"domain_scores_gemma":[0.9881963,0.0062779645,0.0024720342,0.0005538689,0.000597955,0.0019018111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002194667,0.00017608659,0.000260566,0.0008029879,0.0013260026,0.002736113,0.00043041838,0.00063379045,0.002812233],"category_scores_gemma":[0.012222148,0.00015143867,0.00025490313,0.0006850691,0.0009772428,0.002089656,0.0023250333,0.0006121519,0.00019138769],"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":[0.00024113385,0.0009901915,0.9378322,0.00010411668,0.00016397108,0.00017845191,0.023486823,0.0004802036,0.0014437584,0.001947986,0.0002886619,0.032842577],"study_design_scores_gemma":[0.000021676255,0.00028520564,0.9619062,0.00006007376,0.00008689533,0.00019580335,0.029539723,0.002765323,0.00047859392,0.0027761261,0.0018486587,0.000035596735],"about_ca_topic_score_codex":0.0022626163,"about_ca_topic_score_gemma":0.005410278,"teacher_disagreement_score":0.002812233,"about_ca_system_score_codex":0.0006121221,"about_ca_system_score_gemma":0.0007631988,"threshold_uncertainty_score":0.011606693},"labels":[],"label_agreement":null},{"id":"W3089968098","doi":"10.17705/1thci.00131","title":"Human-Centered Artificial Intelligence: Three Fresh Ideas","year":2020,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":382,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Massachusetts Amherst; Queen's University; Yonsei University; Worcester Polytechnic Institute; Temple University; University of Oklahoma; Claremont Graduate University; University of South Florida; Missouri University of Science and Technology; Pennsylvania State University; Copenhagen Business School; University of Pittsburgh; University of Central Florida; Texas Tech University; University of Nevada, Las Vegas; Ben-Gurion University of the Negev; Syracuse University; University of Pennsylvania","keywords":"Creativity; Cognitive reframing; Knowledge management; Engineering ethics; Corporate governance; Sociology; Computer science; Engineering; Public relations; Psychology; Business; Political science; Social psychology","score_opus":0.2149394812666959,"score_gpt":0.4261078855417924,"score_spread":0.2111684042750965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089968098","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":[0.0026860056,0.046144467,0.049126983,0.8166859,0.013876331,0.0001673429,0.00013741394,0.00014269642,0.071032785],"genre_scores_gemma":[0.3578489,0.09941618,0.11959691,0.32153955,0.040951885,0.0022106145,0.00035373494,0.00053578237,0.057546455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98674446,0.008410599,0.00051869074,0.00069791806,0.003031365,0.0005968232],"domain_scores_gemma":[0.9758369,0.017896554,0.00053105433,0.0014643882,0.0029735407,0.001297501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024458267,0.001424302,0.0011112092,0.0038822189,0.005128571,0.015841933,0.0032387346,0.008561058,0.0044138287],"category_scores_gemma":[0.015762812,0.00066084723,0.0014964247,0.0024514624,0.053481556,0.021555865,0.0072792056,0.02590571,0.0015541117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016151833,0.0000194754,0.000073226525,0.00013349151,0.000006497991,0.000064128035,0.0030722364,0.00011082022,0.00007903221,0.9786355,0.011992783,0.0057965415],"study_design_scores_gemma":[0.000017364942,0.00002771054,0.00010333843,0.00038969418,0.000006538051,0.00009092724,0.0024511204,0.00044950025,0.00010379384,0.8510382,0.1452921,0.000029741805],"about_ca_topic_score_codex":0.003408262,"about_ca_topic_score_gemma":0.0031754514,"teacher_disagreement_score":0.024458267,"about_ca_system_score_codex":0.010152503,"about_ca_system_score_gemma":0.007883846,"threshold_uncertainty_score":0.12934929},"labels":[],"label_agreement":null},{"id":"W3174499046","doi":"10.17705/1thci.00146","title":"Does Supplementing IS Analysts’ User Observations With Hands-on Training Help Them Better Understand Users’ Work?","year":2021,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Knowledge Management and Sharing","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":"HEC Montréal; Université du Québec","funders":"","keywords":"Computer science; Cognition; Domain knowledge; Quality (philosophy); Work (physics); Domain (mathematical analysis); Knowledge management; Knowledge acquisition; Training (meteorology); Human–computer interaction; Psychology; Engineering","score_opus":0.17266253478790855,"score_gpt":0.34129350708960227,"score_spread":0.16863097230169372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174499046","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":[0.9620697,0.00026851657,0.021185024,0.0036347343,0.0001254122,0.0005640114,0.00018821,0.0005629855,0.011401478],"genre_scores_gemma":[0.972809,0.00038014972,0.023338107,0.0004989636,0.000054040243,0.0006056478,0.00021354301,0.000039266404,0.0020612618],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99481815,0.0029599157,0.0002623702,0.0006696709,0.0008058176,0.0004840592],"domain_scores_gemma":[0.9398742,0.038668815,0.0068647005,0.00822865,0.0037693167,0.0025943392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008365706,0.0007842948,0.0007788245,0.0007463376,0.000837524,0.0019425147,0.0013047925,0.0016434587,0.006453463],"category_scores_gemma":[0.05479101,0.00044728388,0.00045521458,0.0005259319,0.0011551584,0.00393628,0.0017241562,0.0015786663,0.0018253236],"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":[0.0035400046,0.016325347,0.13271417,0.0017558588,0.0002067914,0.00030248828,0.06964467,0.0017434875,0.048720147,0.001133125,0.0066371863,0.71727675],"study_design_scores_gemma":[0.0022263033,0.020158134,0.6978187,0.0025250139,0.00089121575,0.0012071646,0.10889906,0.018908992,0.06609404,0.01524913,0.065283425,0.00073875015],"about_ca_topic_score_codex":0.0015512103,"about_ca_topic_score_gemma":0.0040762946,"teacher_disagreement_score":0.008365706,"about_ca_system_score_codex":0.00077841966,"about_ca_system_score_gemma":0.0019544025,"threshold_uncertainty_score":0.04424262},"labels":[],"label_agreement":null},{"id":"W3202002561","doi":"10.17705/1thci.00150","title":"Should Gamification be Personalized? A Self- deterministic Approach","year":2021,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Educational Games and Gamification","field":"Psychology","cited_by":26,"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; HEC Montréal; Polytechnique Montréal","funders":"HEC Montréal; Institut de Valorisation des Données; Natural Sciences and Engineering Research Council of Canada; Centre interuniversitaire de recherche sur les reseaux d'entreprise, la logistique et le transport; Mitacs","keywords":"Computer science; Wearable computer; Human–computer interaction; Personalized medicine; Wearable technology; Bioinformatics","score_opus":0.12531815500861973,"score_gpt":0.3959291468724486,"score_spread":0.27061099186382886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202002561","genre_codex":"methods","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":[0.3252018,0.0018231758,0.56817037,0.017234724,0.00020550768,0.0010680665,0.00019133056,0.0006225481,0.08548252],"genre_scores_gemma":[0.92046136,0.00030803593,0.07561853,0.0005804404,0.00003568064,0.00035023183,0.0000415443,0.000035289308,0.0025687884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99564314,0.0027567218,0.00014725712,0.0006531196,0.00056545757,0.00023431027],"domain_scores_gemma":[0.9919592,0.005263308,0.0007082315,0.0011074718,0.00055725774,0.00040452147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064486247,0.00062689884,0.0005032746,0.0009092604,0.0010378532,0.003393918,0.0012631833,0.0014612414,0.0034112209],"category_scores_gemma":[0.021194534,0.0005227978,0.0006039946,0.0005546223,0.0036880476,0.0039991857,0.0019859106,0.0018181292,0.00048741765],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000707932,0.0014558128,0.038761105,0.00092802924,0.0004443784,0.00028230672,0.0072427965,0.06638699,0.0038994346,0.575539,0.0033090913,0.30104312],"study_design_scores_gemma":[0.0002541714,0.0008870828,0.02986425,0.00040328264,0.00023114379,0.0003447496,0.0026441985,0.1746628,0.003253811,0.75937426,0.027932739,0.00014753471],"about_ca_topic_score_codex":0.0013200382,"about_ca_topic_score_gemma":0.0020061897,"teacher_disagreement_score":0.0064486247,"about_ca_system_score_codex":0.0019329599,"about_ca_system_score_gemma":0.0018561727,"threshold_uncertainty_score":0.03410399},"labels":[],"label_agreement":null},{"id":"W4205272690","doi":"10.17705/1thci.00154","title":"Multitasking with Information Technologies: Why Not Just Relax?","year":2021,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université de Sherbrooke","funders":"","keywords":"Human multitasking; Psychology; Context (archaeology); Pleasure; Cognitive psychology; Stroop effect; Personality; Active listening; Social psychology; Extraversion and introversion; Big Five personality traits; Cognition; Communication","score_opus":0.049306208916917484,"score_gpt":0.3435127228009297,"score_spread":0.2942065138840122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205272690","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":[0.9887284,0.0014424287,0.0032024607,0.0016060639,0.00010682853,0.000020697455,0.000035676218,0.000024765111,0.0048327036],"genre_scores_gemma":[0.99692255,0.00063169334,0.00092271983,0.00046657195,0.00005735062,0.000010620256,0.000028212344,0.000008221011,0.0009518916],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996953,0.00012378008,0.000019706462,0.00004356462,0.000056266752,0.00006143742],"domain_scores_gemma":[0.99865925,0.0005359408,0.00036647337,0.0000624557,0.00009413098,0.00028172892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070512126,0.00019558161,0.00014144926,0.00021792622,0.0004067807,0.0015776386,0.00018695129,0.0004546469,0.0016554742],"category_scores_gemma":[0.003843232,0.0000939099,0.00019920041,0.00011717806,0.0005986126,0.00089822215,0.0006864586,0.0006689076,0.00024390468],"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":[0.0013538803,0.0009402265,0.3445017,0.0013519985,0.00029233927,0.001912057,0.08275253,0.00041157033,0.08621537,0.005496299,0.0075708143,0.46720126],"study_design_scores_gemma":[0.0000751214,0.0013088156,0.89669484,0.00035695377,0.00016948205,0.0031961873,0.060540814,0.0016387482,0.0057914676,0.0056588193,0.024414146,0.0001546437],"about_ca_topic_score_codex":0.00045057878,"about_ca_topic_score_gemma":0.00080813747,"teacher_disagreement_score":0.0016554742,"about_ca_system_score_codex":0.00016273936,"about_ca_system_score_gemma":0.00019915863,"threshold_uncertainty_score":0.0055380464},"labels":[],"label_agreement":null},{"id":"W4220717745","doi":"10.17705/1thci.00159","title":"Designing Caring and Informative Decision Aids to Increase Trust and Enhance the Interaction Atmosphere","year":2022,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":1,"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 British Columbia; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Atmosphere (unit); Decision aids; Psychology; Computer science; Knowledge management; Applied psychology; Social psychology; Medicine","score_opus":0.02304883023978614,"score_gpt":0.331176182187096,"score_spread":0.30812735194730984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220717745","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88898826,0.00021462681,0.09952718,0.00057958305,0.000043740067,0.0005537035,0.000040896317,0.0005294858,0.009522586],"genre_scores_gemma":[0.859381,0.00017889867,0.1382848,0.00015957469,0.000016535318,0.0002587467,0.00005467456,0.00003310865,0.0016326421],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674475,0.0023458507,0.00019511532,0.00016072464,0.0003717791,0.00018179258],"domain_scores_gemma":[0.98199,0.014376423,0.0012493961,0.0009117114,0.0006700214,0.0008024128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046957773,0.000825204,0.00025309605,0.00067177095,0.0007739408,0.0033115712,0.00092374283,0.00095068285,0.0032922267],"category_scores_gemma":[0.020790648,0.00036816226,0.00038474202,0.00032589628,0.0010887188,0.0021858176,0.0015841593,0.00085403305,0.00052336074],"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":[0.0019095528,0.006708207,0.08699692,0.004748668,0.00026854253,0.0025753337,0.13937506,0.014704022,0.13922116,0.03931808,0.006522819,0.5576516],"study_design_scores_gemma":[0.0024338677,0.01939092,0.16027245,0.0023458668,0.0015437516,0.00706765,0.16142716,0.15684533,0.20532835,0.087797925,0.1942602,0.001286515],"about_ca_topic_score_codex":0.0002690281,"about_ca_topic_score_gemma":0.0005263662,"teacher_disagreement_score":0.0046957773,"about_ca_system_score_codex":0.00034352983,"about_ca_system_score_gemma":0.00091237633,"threshold_uncertainty_score":0.024833918},"labels":[],"label_agreement":null},{"id":"W50688607","doi":"10.17705/1thci.00053","title":"Emotions in the Twitterverse and Implications for User Interface Design","year":2013,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Dalhousie University","keywords":"Interface (matter); Computer science; Affect (linguistics); Tone (literature); World Wide Web; Social media; User interface; Internet privacy; Service (business); Control (management); Psychology; Artificial intelligence; Business; Communication","score_opus":0.05497314304507043,"score_gpt":0.34727816532277955,"score_spread":0.2923050222777091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W50688607","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":[0.622334,0.0014658625,0.29241437,0.009709965,0.00052124774,0.00092109066,0.0002514173,0.003023281,0.069358766],"genre_scores_gemma":[0.944859,0.00048377438,0.045016017,0.000835225,0.00014015581,0.00069418194,0.00009991716,0.00045700083,0.0074147014],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9926428,0.005424037,0.00038663537,0.0003727705,0.00086979347,0.00030400598],"domain_scores_gemma":[0.981832,0.013618055,0.0010097505,0.0010726118,0.0017676017,0.0006999092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007431601,0.0007326046,0.00048812997,0.0010506089,0.0011609879,0.0074577415,0.0010165509,0.0013759958,0.008284066],"category_scores_gemma":[0.049896274,0.0005183778,0.0005161756,0.00049348664,0.0017789528,0.0064988425,0.0023309304,0.0010263191,0.0017369816],"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":[0.0044812197,0.0010957557,0.08257599,0.003643593,0.00025219112,0.0023717387,0.18347982,0.0074446527,0.10402303,0.092430815,0.015917024,0.50228417],"study_design_scores_gemma":[0.00078044244,0.0050860136,0.14475691,0.0031547896,0.0010533717,0.0049515837,0.11489731,0.1513492,0.08028964,0.17457902,0.31813717,0.0009644974],"about_ca_topic_score_codex":0.00043672117,"about_ca_topic_score_gemma":0.00041128998,"teacher_disagreement_score":0.008284066,"about_ca_system_score_codex":0.00066486857,"about_ca_system_score_gemma":0.0004089688,"threshold_uncertainty_score":0.039302528},"labels":[],"label_agreement":null},{"id":"W570968517","doi":"10.17705/1thci.00050","title":"Introduction to the Special Issue on Human-Computer Interaction in the Web 2.0 Era","year":2013,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; World Wide Web; Human–computer interaction","score_opus":0.03482592404752127,"score_gpt":0.31654357191948584,"score_spread":0.28171764787196457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W570968517","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023279511,0.07099311,0.002133239,0.04683911,0.8535444,0.0000945972,0.00034762453,0.00022931276,0.025585763],"genre_scores_gemma":[0.0010294515,0.048576776,0.00062928634,0.015339083,0.8883087,0.00010505935,0.00041360818,0.00025571565,0.045342345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668056,0.0005241386,0.0003874286,0.0007624168,0.0013296057,0.0003158111],"domain_scores_gemma":[0.9853505,0.0067263464,0.00081594626,0.00087715714,0.0039886073,0.002241586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032011091,0.0034630962,0.004887511,0.0057139313,0.002794463,0.011668992,0.0035880748,0.009487277,0.10136509],"category_scores_gemma":[0.010254616,0.0010148184,0.0026873206,0.0044036005,0.0026551813,0.010609509,0.0039331554,0.0122548025,0.05679102],"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":[0.000021240756,0.000035908117,0.00014387292,0.00036996257,0.000014676731,0.00006806305,0.000044022785,0.000057941295,0.000113906885,0.0014958563,0.9729576,0.024676917],"study_design_scores_gemma":[0.000007801802,0.00003793372,0.00058806565,0.0005169158,0.000018294926,0.00028953957,0.00006625601,0.00014758494,0.00005352002,0.0021975278,0.99605983,0.000016575397],"about_ca_topic_score_codex":0.0013938388,"about_ca_topic_score_gemma":0.0024615044,"teacher_disagreement_score":0.10136509,"about_ca_system_score_codex":0.0026264128,"about_ca_system_score_gemma":0.0023102632,"threshold_uncertainty_score":0.3391},"labels":[],"label_agreement":null},{"id":"W72296954","doi":"10.17705/1thci.00022","title":"A Call for Engaging Context in HCI/MIS Research with Examples from the Area of Technology Interruptions","year":2010,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":8,"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":"Context (archaeology); Set (abstract data type); Computer science; Task (project management); Human–computer interaction; Knowledge management; Core (optical fiber); Data science; Engineering; Systems engineering","score_opus":0.5331789591912043,"score_gpt":0.5106207457104266,"score_spread":0.02255821348077769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W72296954","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.082078636,0.106049985,0.41711292,0.30018184,0.004287883,0.00055669434,0.0001331702,0.00042072262,0.089178205],"genre_scores_gemma":[0.72372025,0.036974598,0.20795566,0.02280205,0.0019188602,0.0013664481,0.00008790793,0.00030274008,0.0048715635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.95906055,0.034198683,0.000864308,0.0013280886,0.0035446512,0.001003724],"domain_scores_gemma":[0.8981932,0.09048053,0.0022835622,0.0043944023,0.0029697143,0.0016786265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02450677,0.0015630004,0.0015440175,0.0061030146,0.0075714025,0.013989741,0.0031621782,0.010238227,0.003941743],"category_scores_gemma":[0.03844313,0.0010671965,0.0017859727,0.0049472773,0.03735469,0.03672917,0.012704268,0.011934539,0.00075161783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022437314,0.00020266615,0.0051412866,0.0031525558,0.00008756414,0.002981511,0.21652357,0.0020299028,0.002263421,0.6941642,0.007879593,0.06534939],"study_design_scores_gemma":[0.00009756281,0.00037998628,0.0032544348,0.0034899092,0.000078544945,0.004290951,0.13534875,0.0035251994,0.0015362222,0.5478565,0.29993322,0.00020874695],"about_ca_topic_score_codex":0.0022438732,"about_ca_topic_score_gemma":0.0040566027,"teacher_disagreement_score":0.02450677,"about_ca_system_score_codex":0.003260681,"about_ca_system_score_gemma":0.0028675364,"threshold_uncertainty_score":0.12960571},"labels":[],"label_agreement":null},{"id":"W7364974","doi":"10.17705/1thci.00016","title":"Designing Systems that Support the Blogosphere for Deliberative Discourse","year":2010,"lang":"en","type":"article","venue":"AIS Transactions on Human-Computer Interaction","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Blogosphere; Public sphere; Principal (computer security); Computer science; World Wide Web; Sociology; Political science; The Internet; Computer security","score_opus":0.08667739350800564,"score_gpt":0.3851377531350202,"score_spread":0.29846035962701456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7364974","genre_codex":"methods","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":[0.06775764,0.0003352714,0.9048614,0.001800327,0.00014777773,0.001600747,0.00015197048,0.014523753,0.008821094],"genre_scores_gemma":[0.24945949,0.0002692655,0.7417914,0.00030962165,0.0001245593,0.0020776025,0.00044168718,0.00082632777,0.0046999245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941345,0.0031546103,0.0005796614,0.0010867858,0.0006614586,0.00038306555],"domain_scores_gemma":[0.96413034,0.022429988,0.0032074843,0.006947489,0.0018418172,0.0014428828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01506577,0.0014367328,0.001138707,0.0030591092,0.0033931357,0.009489836,0.003205462,0.0029964207,0.005321816],"category_scores_gemma":[0.031992137,0.001362014,0.0011634822,0.0020827963,0.003378049,0.015782205,0.0067199683,0.0019304482,0.0029425076],"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":[0.0016254307,0.0029680936,0.025525067,0.0039298963,0.00050382264,0.002091376,0.06281345,0.028855946,0.1097102,0.12746489,0.016755622,0.6177562],"study_design_scores_gemma":[0.0012843749,0.0026758204,0.011669939,0.0014859021,0.0010797321,0.0024782876,0.02707082,0.30723584,0.0943782,0.20310198,0.3467257,0.0008133674],"about_ca_topic_score_codex":0.0009100769,"about_ca_topic_score_gemma":0.0012682853,"teacher_disagreement_score":0.01506577,"about_ca_system_score_codex":0.0011141341,"about_ca_system_score_gemma":0.0026767727,"threshold_uncertainty_score":0.07967639},"labels":[],"label_agreement":null}]}