{"meta":{"query_hash":"fb0e5717a840","filters":{"venue":"Computer Supported Cooperative Work (CSCW)"},"cohort_total":29,"direct_labels_cover":0,"predictions_cover":29,"exported":29,"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/fb0e5717a840","api":"https://metacan.xera.ac/api/v1/cohort?venue=Computer+Supported+Cooperative+Work+%28CSCW%29"},"results":[{"id":"W1674092947","doi":"10.1007/s10606-015-9230-9","title":"How Do Users Discover New Tools in Software Development and Beyond?","year":2015,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Spell; Software; Software peer review; World Wide Web; Software development; Software walkthrough; Social software; Software analytics; Data science; Software engineering; Human–computer interaction; Software construction","score_opus":0.0468500652205788,"score_gpt":0.2592692294687844,"score_spread":0.2124191642482056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1674092947","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10861598,0.00018853834,0.88614213,0.00317481,0.0006866263,0.00056695915,0.0000069441585,0.00030806442,0.0003099163],"genre_scores_gemma":[0.3303707,0.000004104787,0.6645845,0.0021994223,0.00020784963,0.00006436795,0.00009169093,0.000046897272,0.0024304616],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719465,0.00015868444,0.00053734396,0.0009682067,0.00052301894,0.0006181058],"domain_scores_gemma":[0.99795866,0.00021273525,0.0001635487,0.0007910206,0.00043579374,0.0004382488],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00043652902,0.00044118904,0.0004644475,0.00033722277,0.00020052092,0.0021312952,0.0011291202,0.00014985909,0.000023523504],"category_scores_gemma":[0.00014558744,0.00041146408,0.000048865568,0.0022395712,0.00012304753,0.002375954,0.0010967063,0.00041673364,0.00008929305],"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":[0.000051014642,0.00031896855,0.09975486,0.000020938123,0.00019763636,0.00039164838,0.04583947,0.0022453815,0.000025044808,0.01747809,0.11400435,0.7196726],"study_design_scores_gemma":[0.014314799,0.0013280497,0.23404132,0.00092404353,0.00006788928,0.00033120488,0.0030887371,0.013478311,0.003577947,0.005669014,0.71660453,0.0065741637],"about_ca_topic_score_codex":0.0000199059,"about_ca_topic_score_gemma":0.00007321099,"teacher_disagreement_score":0.71309847,"about_ca_system_score_codex":0.00023282129,"about_ca_system_score_gemma":0.0013131455,"threshold_uncertainty_score":0.9998337},"labels":[],"label_agreement":null},{"id":"W1988788350","doi":"10.1007/s10606-004-5062-8","title":"Roles of Orientation in Tabletop Collaboration: Comprehension, Coordination and Communication","year":2004,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":128,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Orientation (vector space); Computer science; Human–computer interaction; Exploit; Comprehension; Table (database); Software","score_opus":0.009280990872330341,"score_gpt":0.2542710917781816,"score_spread":0.24499010090585124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988788350","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42392933,0.0003161949,0.5722619,0.0022150264,0.0002781233,0.00046150864,0.000008010707,0.0000307643,0.0004991128],"genre_scores_gemma":[0.9779941,0.000049384304,0.021241438,0.00046146358,0.000028710903,0.000028516572,0.00013277144,0.000009999687,0.000053633164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984739,0.00022156455,0.0004659442,0.00041065653,0.00022013202,0.00020782916],"domain_scores_gemma":[0.9981498,0.00013348395,0.00022985769,0.00043836792,0.0009840092,0.00006447459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021713447,0.0001978605,0.0002871256,0.00024941695,0.00017412569,0.0001435503,0.00040835846,0.00008236994,0.000021370139],"category_scores_gemma":[0.000031808886,0.00019875859,0.00003489821,0.0013455873,0.00012174744,0.0012675594,0.00023588704,0.00018446069,0.000016819813],"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":[0.00045759077,0.0019198,0.040306512,0.00012512163,0.00032435384,0.00009370669,0.07533021,0.052347265,0.06735664,0.7110425,0.013553622,0.037142675],"study_design_scores_gemma":[0.016720746,0.0024935228,0.5937083,0.001842244,0.000096908654,0.000114592825,0.0068510687,0.1499991,0.204328,0.011539302,0.009864373,0.0024418638],"about_ca_topic_score_codex":0.00004166549,"about_ca_topic_score_gemma":0.00009845892,"teacher_disagreement_score":0.6995032,"about_ca_system_score_codex":0.000117774645,"about_ca_system_score_gemma":0.00016407623,"threshold_uncertainty_score":0.810514},"labels":[],"label_agreement":null},{"id":"W1991083901","doi":"10.1007/s10606-008-9084-5","title":"alt.metadata.health: Ontological Context for Data Use and Integration","year":2008,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Metadata; Computer science; Ontology; Context (archaeology); Data science; Data mapping; Data element; Set (abstract data type); Information retrieval; Data integration; Metadata modeling; Data integrity; World Wide Web; Data mining; Database","score_opus":0.5920331447390127,"score_gpt":0.4446306491918988,"score_spread":0.14740249554711388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991083901","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022920368,0.00030642233,0.96851206,0.005447398,0.00069085235,0.0011067479,0.00080023945,0.00008815899,0.00012775365],"genre_scores_gemma":[0.86204374,0.0003414114,0.10599232,0.018221464,0.000392591,0.00010463415,0.0065050456,0.000030919462,0.006367881],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959172,0.0007214309,0.0010227043,0.0012588653,0.00066018093,0.00041962546],"domain_scores_gemma":[0.9950802,0.0020873684,0.00032250173,0.0017063686,0.0005455146,0.00025810022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028738745,0.0002831766,0.0006507941,0.00017822666,0.0006194716,0.0010112209,0.0014944794,0.000082171755,0.0002436421],"category_scores_gemma":[0.0016959287,0.00019967431,0.000060443916,0.0006392428,0.0003596776,0.0028598236,0.0011886869,0.00022324255,0.000115865754],"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":[0.00014996855,0.00018723258,0.0014995688,0.0000050757963,0.00006385181,0.000025814594,0.00085153594,0.000019589033,0.00000515825,0.012990098,0.71445686,0.26974526],"study_design_scores_gemma":[0.0016342761,0.0010226348,0.026337499,0.000054755707,0.00002863861,0.000042911714,0.0005904135,0.031906314,0.000040400286,0.0010302142,0.93686223,0.00044972147],"about_ca_topic_score_codex":0.00016432238,"about_ca_topic_score_gemma":0.00077347714,"teacher_disagreement_score":0.86251974,"about_ca_system_score_codex":0.00004051493,"about_ca_system_score_gemma":0.00018240043,"threshold_uncertainty_score":0.9751226},"labels":[],"label_agreement":null},{"id":"W2004361246","doi":"10.1007/s10606-006-9031-2","title":"Loose Coupling and Healthcare Organizations: Deployment Strategies for Groupware","year":2006,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Software deployment; Computer science; Modular design; Collaborative software; Health care; Knowledge management; Process management; Set (abstract data type); Work (physics); Computer-supported cooperative work; Business; Engineering; Software engineering","score_opus":0.015774330345290317,"score_gpt":0.23342846320712052,"score_spread":0.2176541328618302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004361246","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1632071,0.0014617393,0.8309102,0.0028814876,0.00036030894,0.0005570823,0.0000145806125,0.00045267006,0.00015482567],"genre_scores_gemma":[0.9922647,0.000026735996,0.00370744,0.0015684539,0.0014419798,0.00007566061,0.00068692776,0.00006323505,0.00016490207],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984271,0.000008819047,0.00044303443,0.00055228866,0.0001924295,0.00037633386],"domain_scores_gemma":[0.9981046,0.00004761334,0.00019689726,0.00021803773,0.0014077451,0.000025127101],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017153288,0.00031749267,0.000367254,0.0002334426,0.000641065,0.0010069619,0.00019864313,0.000099967154,0.00005738917],"category_scores_gemma":[0.000021061938,0.00029072014,0.000060542137,0.0013359489,0.00007307839,0.00096188486,0.0001429995,0.00013583498,0.000029304534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026924402,0.0010542762,0.15808022,0.0023656653,0.0006546364,0.00008577811,0.0008594413,0.54437506,0.0003727845,0.16070855,0.06545801,0.065716326],"study_design_scores_gemma":[0.0018209671,0.000051321873,0.005491998,0.00038244156,0.00030551275,0.0000067413107,0.0007091588,0.9656973,0.000057500158,0.008140996,0.016289165,0.0010468987],"about_ca_topic_score_codex":0.00032200868,"about_ca_topic_score_gemma":0.00021084353,"teacher_disagreement_score":0.8290576,"about_ca_system_score_codex":0.000033062883,"about_ca_system_score_gemma":0.00010536294,"threshold_uncertainty_score":0.9999545},"labels":[],"label_agreement":null},{"id":"W2034611986","doi":"10.1007/s10606-012-9177-z","title":"Grounding Privacy in Mediated Communication","year":2012,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Internet privacy; Context (archaeology); Dialectic; Interpersonal communication; Process (computing); Computer security; Field (mathematics); Human–computer interaction; Psychology; Social psychology","score_opus":0.2551177603052999,"score_gpt":0.41849122360300695,"score_spread":0.16337346329770702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034611986","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":[0.9588198,0.00024365309,0.030663583,0.0013586098,0.00063527265,0.0005171661,0.000009804733,0.00013278614,0.0076192985],"genre_scores_gemma":[0.99325156,0.000021929607,0.004152759,0.0010125452,0.00010712716,0.00004042872,0.00018031483,0.000013507418,0.0012198356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706125,0.00045404353,0.0008990336,0.00029453,0.00081533333,0.00047582225],"domain_scores_gemma":[0.99779195,0.00069936214,0.00026750925,0.0007403989,0.0003106073,0.00019017897],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025529147,0.00022376634,0.00032984233,0.0005357983,0.00025100308,0.00046340108,0.001119398,0.00009420299,0.0015150299],"category_scores_gemma":[0.00027370374,0.00018124428,0.00008294841,0.002144936,0.00009974872,0.0023295165,0.0005174961,0.00030458553,0.0018597458],"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":[0.00006973019,0.00040535803,0.79748946,0.000005497992,0.000049305003,0.0000117964955,0.017387202,0.00034604644,0.00007364872,0.009203818,0.10261428,0.072343834],"study_design_scores_gemma":[0.0009807666,0.00004870444,0.83660907,0.000056721026,0.000015005926,0.0000050851754,0.0010971896,0.007647202,0.00006734286,0.00020867286,0.15286179,0.00040247786],"about_ca_topic_score_codex":0.000014264067,"about_ca_topic_score_gemma":0.000016405047,"teacher_disagreement_score":0.07194136,"about_ca_system_score_codex":0.0001092816,"about_ca_system_score_gemma":0.00004886807,"threshold_uncertainty_score":0.9993977},"labels":[],"label_agreement":null},{"id":"W2049284077","doi":"10.1007/s10606-011-9149-8","title":"Investigating the Role of a Large, Shared Display in Multi-Display Environments","year":2011,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Workspace; Human–computer interaction; Computer science; Task (project management); Teamwork; Computer-supported cooperative work; Multimedia; Work (physics); Artificial intelligence; Robot","score_opus":0.0399053832583382,"score_gpt":0.27013099796387796,"score_spread":0.23022561470553976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049284077","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19761339,0.00020183454,0.7998104,0.0002690439,0.00014171953,0.0007668998,0.000047505422,0.000073334384,0.0010758414],"genre_scores_gemma":[0.95401967,0.000013933653,0.045084458,0.00058919954,0.000029718307,0.000090043155,0.00004162317,0.000017591574,0.000113793816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785227,0.0002460681,0.00056987023,0.00055425067,0.0002876724,0.0004898881],"domain_scores_gemma":[0.9984552,0.00013049711,0.00022428244,0.0009309951,0.00007127191,0.00018774363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044987272,0.00027584485,0.0003215074,0.00011748763,0.00021395343,0.0001120032,0.0013606562,0.000100551806,0.000075580734],"category_scores_gemma":[0.000053057818,0.00020397965,0.000080449434,0.000983957,0.00018038823,0.0005433418,0.00068361545,0.00031940432,0.00008743411],"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":[0.000090424546,0.006025934,0.31548068,0.00006753627,0.0006035938,0.000092011636,0.17524903,0.003907675,0.017678287,0.28001323,0.0066869417,0.19410467],"study_design_scores_gemma":[0.0016593061,0.00031882065,0.56802243,0.00020079281,0.000021674834,0.00001475646,0.00044022888,0.40795487,0.0099074105,0.0012281468,0.00959596,0.0006356039],"about_ca_topic_score_codex":0.00009790831,"about_ca_topic_score_gemma":0.00006750425,"teacher_disagreement_score":0.75640625,"about_ca_system_score_codex":0.00005555191,"about_ca_system_score_gemma":0.000113108,"threshold_uncertainty_score":0.8318049},"labels":[],"label_agreement":null},{"id":"W2059084114","doi":"10.1007/s10606-013-9193-7","title":"Constructing CSCW: The First Quarter Century","year":2013,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":121,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer-supported cooperative work; Quarter (Canadian coin); Field (mathematics); Physiognomy; Context (archaeology); Work (physics); Computer science; Sociology; Engineering; History; Archaeology","score_opus":0.012213793181604269,"score_gpt":0.1943101522383682,"score_spread":0.18209635905676394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059084114","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":[0.719537,0.00032125638,0.071866564,0.047970187,0.008141268,0.004189677,0.000010526423,0.0018441146,0.14611936],"genre_scores_gemma":[0.9846973,0.000005789896,0.0029747505,0.010277566,0.0013357035,0.00019961954,0.00009943113,0.000038134807,0.0003717216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813,0.00004034944,0.0005105109,0.0005003505,0.00024512477,0.0005736174],"domain_scores_gemma":[0.9985887,0.00009904704,0.00027135265,0.00040616453,0.00061753014,0.000017216642],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038269852,0.00037299932,0.00034788993,0.00017940678,0.0010555555,0.0005437847,0.0006801063,0.0002150663,0.0013293026],"category_scores_gemma":[0.000050506267,0.00027039365,0.00009487285,0.0013713242,0.0005379239,0.0007761609,0.0005856192,0.0006062616,0.0015296695],"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":[0.000030694922,0.0001995645,0.12759323,0.00006821075,0.00044808688,0.000041824802,0.0022235003,0.00003650233,0.000018753388,0.30707896,0.4397277,0.12253298],"study_design_scores_gemma":[0.0026333302,0.00008985705,0.1764994,0.0003318423,0.0001408969,0.000035737823,0.012593297,0.011786625,0.0003790938,0.0103877215,0.7826827,0.0024394805],"about_ca_topic_score_codex":0.000053454303,"about_ca_topic_score_gemma":0.000025828589,"teacher_disagreement_score":0.34295502,"about_ca_system_score_codex":0.00008373819,"about_ca_system_score_gemma":0.00004981097,"threshold_uncertainty_score":0.99997485},"labels":[],"label_agreement":null},{"id":"W2079957286","doi":"10.1007/s10606-008-9079-2","title":"Triage Drift: A Workplace Study in a Pediatric Emergency Department","year":2008,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Triage; Emergency department; Workflow; Work (physics); Process (computing); Asset (computer security); Medical emergency; Computer science; Knowledge management; Medicine; Nursing; Computer security; Engineering","score_opus":0.028462722313008188,"score_gpt":0.2901344289329354,"score_spread":0.2616717066199272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079957286","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":[0.987488,0.0032893573,0.00200338,0.00062034256,0.0015058353,0.002275316,0.000016505815,0.00018348823,0.0026178004],"genre_scores_gemma":[0.9916481,0.0027247441,0.0010275248,0.00035869982,0.0009262355,0.00029439633,0.00012950113,0.000049134997,0.002841666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969061,0.0002706454,0.0009254161,0.0008056829,0.00045433315,0.000637823],"domain_scores_gemma":[0.99864316,0.0000866814,0.0001434515,0.00053685595,0.000347828,0.00024203717],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029296224,0.0004950533,0.0008560356,0.000332257,0.00032782176,0.000014121585,0.00022825952,0.00012064493,0.0008990715],"category_scores_gemma":[0.00007428071,0.00041882356,0.00020257813,0.0021425388,0.00007763493,0.00014231674,0.00022193251,0.0005212648,0.00017300448],"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":[0.00039392847,0.0020513851,0.8127793,0.00003097657,0.00031417955,0.0022711,0.0074080853,0.000091420356,0.000008832697,0.000024142062,0.17333014,0.0012964881],"study_design_scores_gemma":[0.0066899485,0.0024427068,0.976979,0.000066159606,0.0003241652,0.00009408104,0.0008231997,0.00027891464,0.00006436434,0.000012757899,0.011498169,0.0007264921],"about_ca_topic_score_codex":0.000017906787,"about_ca_topic_score_gemma":0.000098904035,"teacher_disagreement_score":0.16419972,"about_ca_system_score_codex":0.00011272319,"about_ca_system_score_gemma":0.00023636002,"threshold_uncertainty_score":0.9998264},"labels":[],"label_agreement":null},{"id":"W2084857899","doi":"10.1007/s10606-014-9215-0","title":"From I-Awareness to We-Awareness in CSCW","year":2015,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer-supported cooperative work; Psychology; Computer science; Engineering; Work (physics)","score_opus":0.05386134155656846,"score_gpt":0.2875855563739215,"score_spread":0.23372421481735306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084857899","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18678144,0.0004003332,0.8030929,0.0021060396,0.0052581695,0.00080341235,0.00004650152,0.0004870234,0.0010242129],"genre_scores_gemma":[0.95777506,0.000009629861,0.03831496,0.001669581,0.0012892672,0.00017286942,0.00019212149,0.000055094624,0.0005214299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99554586,0.00054026395,0.0008314903,0.0014552699,0.00069044874,0.0009366734],"domain_scores_gemma":[0.99659306,0.00025782327,0.0001660867,0.0014943123,0.00061275804,0.00087598286],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061124505,0.0005860357,0.00084509,0.00044308804,0.00017551548,0.0006394274,0.0022610384,0.00024495617,0.00007322579],"category_scores_gemma":[0.000087419736,0.00054436974,0.00012362594,0.0026224495,0.000084406754,0.0008019801,0.0010541622,0.0003752561,0.001329708],"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":[0.00068506185,0.00173417,0.1844438,0.00007583834,0.00046763365,0.0035733557,0.07078237,0.036231805,0.0009622881,0.008618114,0.507743,0.18468255],"study_design_scores_gemma":[0.02375821,0.0040672445,0.15790677,0.0033143102,0.000120408986,0.00029067503,0.0035199353,0.357088,0.024430599,0.011733805,0.4027743,0.010995746],"about_ca_topic_score_codex":0.0012001458,"about_ca_topic_score_gemma":0.000524893,"teacher_disagreement_score":0.7709936,"about_ca_system_score_codex":0.00026440958,"about_ca_system_score_gemma":0.0010729549,"threshold_uncertainty_score":0.9997008},"labels":[],"label_agreement":null},{"id":"W2086424478","doi":"10.1007/s10606-008-9077-4","title":"Physical and Digital Artifact-Mediated Coordination in Building Design","year":2008,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Computer science; Computer-supported cooperative work; Human–computer interaction; Artifact (error); Design process; Process (computing); Gesture; Multimedia; Artificial intelligence; Engineering; Work in process","score_opus":0.04920800635152887,"score_gpt":0.2734568724280215,"score_spread":0.22424886607649266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086424478","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":[0.94580865,0.000004824737,0.0526406,0.0003868706,0.00025044498,0.00031045417,0.000014209225,0.00012688198,0.00045708622],"genre_scores_gemma":[0.99831074,0.0000083355535,0.00058446085,0.0003971725,0.00013290335,0.0000236779,0.000017383203,0.000021144211,0.0005041492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853927,0.0001771611,0.00026418918,0.00051300175,0.00018866568,0.00031770818],"domain_scores_gemma":[0.9987316,0.00080785743,0.00007839323,0.00017638349,0.00008142965,0.00012429492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034506793,0.00022044372,0.00025538346,0.00018392655,0.00025896766,0.00015827303,0.00014199251,0.00006475873,0.00005941704],"category_scores_gemma":[0.00021932778,0.0002061383,0.000047022033,0.0006952036,0.00017938284,0.0007984153,0.00007699682,0.0003398616,0.00016098452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008086245,0.00312855,0.031589177,0.000026247397,0.00011887476,0.0033245685,0.024724767,0.018521018,0.81762165,0.002648398,0.033914804,0.06357332],"study_design_scores_gemma":[0.0037379805,0.0011899769,0.046277653,0.00018945948,0.000031786538,0.0009154677,0.00027834115,0.41783997,0.5117789,0.00036101346,0.015740814,0.0016586552],"about_ca_topic_score_codex":0.0000045902725,"about_ca_topic_score_gemma":0.0000018483305,"teacher_disagreement_score":0.39931896,"about_ca_system_score_codex":0.000057852892,"about_ca_system_score_gemma":0.000062726765,"threshold_uncertainty_score":0.8406076},"labels":[],"label_agreement":null},{"id":"W2117777000","doi":"10.1007/s10606-010-9113-z","title":"Infrastructure Time: Long-term Matters in Collaborative Development","year":2010,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":295,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Division of Social and Economic Sciences; National Science Foundation","keywords":"Temporality; Computer science; Computer-supported cooperative work; Metadata; Spatial data infrastructure; Data science; Information infrastructure; Term (time); Work (physics); Dimension (graph theory); Development (topology); Knowledge management; Information system; Spatial analysis; World Wide Web; Geography; Political science; Engineering","score_opus":0.02429103800769538,"score_gpt":0.3104209151553574,"score_spread":0.286129877147662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117777000","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":[0.92161995,0.00003520406,0.06897529,0.0020254536,0.0043282723,0.00084361713,0.000044395096,0.00017174135,0.0019560752],"genre_scores_gemma":[0.9398302,0.000002776841,0.048005316,0.0032400715,0.00039986375,0.00005753304,0.00038283158,0.000045279518,0.008036138],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.994922,0.00036110834,0.0011867195,0.0015596388,0.0013125477,0.0006579832],"domain_scores_gemma":[0.99656045,0.0006001459,0.0003249348,0.0014445523,0.0007867773,0.00028314273],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026367737,0.0004365271,0.00057098665,0.0007337703,0.00040465067,0.0014083984,0.0019303177,0.00015357073,0.004255751],"category_scores_gemma":[0.00031252948,0.0003413058,0.00008188758,0.0040664487,0.00029413446,0.0005292144,0.001201875,0.0006411413,0.0026039297],"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":[0.000074969335,0.00021661998,0.11590533,0.0000071349436,0.00008939531,0.00024409719,0.0051534153,0.002785857,0.00050377415,0.00028106433,0.58116734,0.29357097],"study_design_scores_gemma":[0.0013609319,0.00009433574,0.8135606,0.00009970557,0.000014041949,0.00002259343,0.00025717652,0.00994356,0.0008657137,0.00025783875,0.17268601,0.00083747663],"about_ca_topic_score_codex":0.000004457396,"about_ca_topic_score_gemma":0.00013777343,"teacher_disagreement_score":0.69765526,"about_ca_system_score_codex":0.00009772181,"about_ca_system_score_gemma":0.00045557047,"threshold_uncertainty_score":0.9999039},"labels":[],"label_agreement":null},{"id":"W2124318542","doi":"10.1007/s10606-006-9037-9","title":"Special Issue: CSCW and Dependable Healthcare Systems","year":2007,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Social and Cultural Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer-supported cooperative work; Computer science; Health care; Political science; Engineering; Work (physics)","score_opus":0.02912214443659314,"score_gpt":0.3043681292462198,"score_spread":0.2752459848096267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124318542","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":[0.6296362,0.012790644,0.0071451883,0.02574059,0.031502653,0.004703592,0.000103377046,0.0013468604,0.28703085],"genre_scores_gemma":[0.94265753,0.0005210407,0.00073467527,0.0012050105,0.036611784,0.000036422596,0.00004553677,0.000031947584,0.01815603],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977647,0.00027517715,0.00038254456,0.00046100267,0.00038771325,0.000728861],"domain_scores_gemma":[0.9987733,0.00017156842,0.00011815766,0.00013924878,0.00046886355,0.0003288623],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00067742076,0.0002591317,0.00042517728,0.0000538396,0.0019690737,0.0003017931,0.00025302052,0.00019152825,0.000550343],"category_scores_gemma":[0.000050089533,0.00021699867,0.00007332181,0.00074137043,0.00042646428,0.00024694443,0.0001447062,0.00027504,0.00019561844],"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":[0.00012430942,0.00014225263,0.03608814,0.000049035334,0.0002582661,0.00023905332,0.099469826,0.000031699215,0.000017320503,0.035342935,0.671526,0.15671115],"study_design_scores_gemma":[0.00044013406,0.00013909955,0.01478942,0.00008007401,0.000024055238,0.0000063361,0.018382397,0.00002733074,0.000027463377,0.00012287614,0.96555144,0.00040940437],"about_ca_topic_score_codex":0.0023645293,"about_ca_topic_score_gemma":0.0046768854,"teacher_disagreement_score":0.3130213,"about_ca_system_score_codex":0.00016551609,"about_ca_system_score_gemma":0.00014422594,"threshold_uncertainty_score":0.9993302},"labels":[],"label_agreement":null},{"id":"W2126594993","doi":"10.1007/s10606-004-5063-7","title":"The MAUI Toolkit: Groupware Widgets for Group Awareness","year":2004,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Collaborative software; Computer science; Human–computer interaction; Reuse; Usability; Computer-supported cooperative work; Java; Suite; Group (periodic table); Software engineering; World Wide Web; Operating system; Engineering","score_opus":0.18753250956724474,"score_gpt":0.40337977773531614,"score_spread":0.2158472681680714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126594993","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20718507,0.00020222426,0.7817025,0.005039748,0.0026661225,0.0015264084,0.00009533226,0.00023757356,0.0013449762],"genre_scores_gemma":[0.9825707,0.000027322601,0.008828899,0.0027825898,0.0005419508,0.00032132195,0.0002726343,0.000038093902,0.0046165097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666464,0.00014408481,0.0009427219,0.00063070474,0.001026864,0.0005909834],"domain_scores_gemma":[0.99704367,0.00078110327,0.00029647554,0.0007933586,0.00089571165,0.00018971004],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015420623,0.00035401806,0.00039431875,0.00020684,0.0014054516,0.0015205992,0.001593456,0.000110907014,0.00023751703],"category_scores_gemma":[0.0001896299,0.00022232639,0.00025537002,0.0012359915,0.00021698402,0.0010810213,0.00038889228,0.00022175408,0.00059783115],"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":[0.00054454134,0.00045622073,0.021854296,0.000022761107,0.0002838998,0.00009393786,0.005895733,0.011787167,0.00006142621,0.0821048,0.46787506,0.40902016],"study_design_scores_gemma":[0.004567126,0.0007091156,0.12916392,0.00011570042,0.000094560084,0.000021712027,0.00211976,0.014554545,0.00029688983,0.009173457,0.8379587,0.0012245029],"about_ca_topic_score_codex":0.000012156983,"about_ca_topic_score_gemma":0.00008977442,"teacher_disagreement_score":0.7753856,"about_ca_system_score_codex":0.00010332695,"about_ca_system_score_gemma":0.00015428272,"threshold_uncertainty_score":0.99989456},"labels":[],"label_agreement":null},{"id":"W2143757597","doi":"10.1007/s10606-009-9106-y","title":"Software Engineering as Cooperative Work","year":2009,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science; Software engineering; Software; Work (physics); Programming language; Engineering; Mechanical engineering","score_opus":0.01206780474298798,"score_gpt":0.24213790492170653,"score_spread":0.23007010017871854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143757597","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009934909,0.0005482201,0.98272413,0.0013233088,0.0011736826,0.0005508873,0.0000056576205,0.0032816257,0.00045757025],"genre_scores_gemma":[0.41766438,0.00006843012,0.5781201,0.0026880775,0.00053681625,0.0000747328,0.000054295582,0.00006301006,0.00073016953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968247,0.00016324555,0.00060008094,0.0010788853,0.00048543056,0.0008476608],"domain_scores_gemma":[0.9971776,0.00061624835,0.00017732118,0.001184419,0.00046897566,0.00037541005],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042002337,0.00068371464,0.000608666,0.0002958688,0.00032860725,0.0008410094,0.0017071153,0.0002546711,0.00019286225],"category_scores_gemma":[0.00031012623,0.00065052847,0.00017672071,0.0023716262,0.000059593032,0.001378025,0.000426876,0.0008372983,0.00035010796],"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":[0.0002657086,0.0011293151,0.005577343,0.00007341212,0.0008383349,0.0024249472,0.008687745,0.13702098,0.0005250067,0.07708112,0.24565302,0.52072304],"study_design_scores_gemma":[0.004825188,0.0069941403,0.068584144,0.0021676568,0.00022606536,0.0010054416,0.00008218767,0.21441844,0.018640503,0.0021099832,0.6713568,0.0095894225],"about_ca_topic_score_codex":0.000007956903,"about_ca_topic_score_gemma":7.663972e-7,"teacher_disagreement_score":0.5111337,"about_ca_system_score_codex":0.00013145515,"about_ca_system_score_gemma":0.00020668609,"threshold_uncertainty_score":0.99959457},"labels":[],"label_agreement":null},{"id":"W2155735325","doi":"10.1023/a:1021271517844","title":"A Descriptive Framework of Workspace Awareness for Real-Time Groupware","year":2002,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":1149,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"","keywords":"Workspace; Collaborative software; Computer science; Usability; Human–computer interaction; Computer-supported cooperative work; Set (abstract data type); Knowledge management; Perception; Work (physics); Psychology; Artificial intelligence; Engineering; Robot","score_opus":0.21827024140511803,"score_gpt":0.38793026875811937,"score_spread":0.16966002735300134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155735325","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24555875,0.00012273481,0.74834764,0.0011215372,0.00095071737,0.0012529687,0.0001405241,0.00020031923,0.0023047898],"genre_scores_gemma":[0.8711335,0.000056396806,0.11051145,0.0008768247,0.0004229526,0.000223768,0.00016452467,0.00005870538,0.016551856],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9965154,0.00022636118,0.0010754301,0.0006710783,0.0010063816,0.0005053459],"domain_scores_gemma":[0.995848,0.00122493,0.00051129045,0.0007871296,0.001420646,0.00020798635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000955677,0.00037765922,0.0007031018,0.0004321293,0.00036168197,0.00044744392,0.0011458722,0.00020297506,0.0038382062],"category_scores_gemma":[0.0003551935,0.00030472767,0.00029149232,0.002101596,0.00020934819,0.00093335356,0.00030369303,0.00024714958,0.0007509682],"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":[0.00037818265,0.0006490087,0.040313825,0.0000364936,0.00031543343,0.00004296997,0.023917947,0.0037403384,0.00016201494,0.014272727,0.77880424,0.13736683],"study_design_scores_gemma":[0.008676213,0.0032152634,0.19599602,0.0016750013,0.00061416056,0.00003643545,0.012107808,0.55991995,0.0023909442,0.010702208,0.1997382,0.0049277954],"about_ca_topic_score_codex":0.000012115294,"about_ca_topic_score_gemma":0.000007107148,"teacher_disagreement_score":0.6378362,"about_ca_system_score_codex":0.000073403324,"about_ca_system_score_gemma":0.00006277367,"threshold_uncertainty_score":0.99994045},"labels":[],"label_agreement":null},{"id":"W2160421392","doi":"10.1023/b:cosu.0000014876.96003.be","title":"Empirical Study on Collaborative Writing: What Do Co-authors Do, Use, and Like?","year":2004,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":164,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Communications Research Centre Canada","funders":"","keywords":"Collaborative writing; Computer science; Task (project management); Collaborative software; Collaborative editing; Empirical research; Work (physics); Computer-supported cooperative work; Teamwork; Control (management); World Wide Web; Knowledge management; Engineering; Management","score_opus":0.05519322543567857,"score_gpt":0.3222008296470765,"score_spread":0.26700760421139796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160421392","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":[0.77595735,0.00033106605,0.21836856,0.0020192908,0.0011378932,0.001582289,0.000017505306,0.00038442106,0.00020164851],"genre_scores_gemma":[0.9812842,0.000064703265,0.016075611,0.002085238,0.000180259,0.0001050455,0.000018911862,0.000042583517,0.000143417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949836,0.001002846,0.0007944633,0.0017650486,0.0006990039,0.00075500616],"domain_scores_gemma":[0.99647564,0.0007135531,0.00020031775,0.0012656306,0.0008717774,0.00047307595],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00083123293,0.0006872476,0.00074617536,0.0002894411,0.0006149633,0.004457691,0.0011929423,0.0002464661,0.00006411612],"category_scores_gemma":[0.00009518593,0.0006070434,0.00011277938,0.001970955,0.00033761916,0.0027733506,0.0005965468,0.0008162895,0.00022206812],"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":[0.0014550295,0.015144555,0.46050668,0.000097429496,0.0021166296,0.0026592189,0.30977005,0.020614024,0.00050537946,0.02131521,0.08659189,0.0792239],"study_design_scores_gemma":[0.027961742,0.04097668,0.7862261,0.0038659333,0.00037110754,0.00045117646,0.03528908,0.017897552,0.015141967,0.0056846756,0.056311302,0.009822673],"about_ca_topic_score_codex":0.000011660911,"about_ca_topic_score_gemma":0.000020464267,"teacher_disagreement_score":0.32571942,"about_ca_system_score_codex":0.0002068415,"about_ca_system_score_gemma":0.00039760754,"threshold_uncertainty_score":0.9996381},"labels":[],"label_agreement":null},{"id":"W2279934621","doi":"10.1007/s10606-016-9244-y","title":"Implications of We-Awareness to the Design of Distributed Groupware Tools","year":2016,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Calgary","funders":"","keywords":"Collaborative software; Computer science; Human–computer interaction; Computer-supported cooperative work; World Wide Web; Engineering","score_opus":0.07438867872134487,"score_gpt":0.2845269198859995,"score_spread":0.21013824116465463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279934621","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013117062,0.00007023434,0.9750756,0.010141416,0.00035032572,0.00086730806,0.00021401032,0.00012033488,0.000043699805],"genre_scores_gemma":[0.95724833,0.000017674025,0.04201262,0.00036927123,0.00006823546,0.00013237282,0.000024415916,0.000016913418,0.00011016046],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974092,0.0005205822,0.0007095254,0.00064977014,0.00030097947,0.00040990754],"domain_scores_gemma":[0.99587005,0.0011781891,0.00023448863,0.0015973712,0.0009548894,0.00016502095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057262444,0.00029357843,0.00046297646,0.000112878304,0.00019620915,0.00012330343,0.0023708546,0.00010308078,0.000115669034],"category_scores_gemma":[0.00013941954,0.0001733474,0.00012946838,0.0014769452,0.00021140157,0.00050229346,0.0006188416,0.00013820957,0.00008561004],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047043647,0.0018125102,0.022304857,0.0001289013,0.00086615013,0.000026701793,0.014619868,0.041580427,0.031103192,0.08016089,0.20656593,0.60036016],"study_design_scores_gemma":[0.006650158,0.006982319,0.36921433,0.0031163823,0.0003005705,0.00012891898,0.00049724965,0.07779965,0.4181523,0.014352554,0.09838394,0.004421606],"about_ca_topic_score_codex":0.00001181051,"about_ca_topic_score_gemma":0.000010071714,"teacher_disagreement_score":0.94413126,"about_ca_system_score_codex":0.00007568548,"about_ca_system_score_gemma":0.00029227865,"threshold_uncertainty_score":0.70689017},"labels":[],"label_agreement":null},{"id":"W2301163450","doi":"10.1007/s10606-016-9248-7","title":"Genomic Big Data and Privacy: Challenges and Opportunities for Precision Medicine","year":2016,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Genome British Columbia","keywords":"Biobank; Context (archaeology); Big data; Precision medicine; Genomics; Data science; Data sharing; Bioethics; Computer science; Internet privacy; Medicine; Bioinformatics; Genome; Biology; Alternative medicine; Genetics; Data mining","score_opus":0.699221478036627,"score_gpt":0.4927987170835962,"score_spread":0.20642276095303086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301163450","genre_codex":"commentary","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":[0.35158423,0.041306406,0.2122266,0.3822056,0.002295415,0.0049994704,0.0004246718,0.00038141187,0.004576188],"genre_scores_gemma":[0.8512577,0.11698495,0.015227882,0.003664619,0.0030103235,0.000117001255,0.00032605248,0.000119524855,0.009291977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972601,0.00020428645,0.00061413273,0.0010056862,0.0004914358,0.00042435146],"domain_scores_gemma":[0.9886998,0.008678342,0.00012313979,0.0012877149,0.00073967857,0.00047132184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002916783,0.00028985535,0.00065796083,0.00017501102,0.00017338272,0.000043682943,0.00051224726,0.00030292707,0.00012186373],"category_scores_gemma":[0.0029927534,0.0001737398,0.000036933547,0.00010327034,0.0010579393,0.00016623776,0.0014230624,0.0005313827,0.000012073654],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005359851,0.00009941357,0.0014155286,0.00021376593,0.00021638325,0.00008213314,0.001293963,1.8762832e-7,0.00069594994,0.0048454315,0.018359168,0.9722421],"study_design_scores_gemma":[0.022253608,0.011057856,0.1132014,0.0092760585,0.0005424936,0.00033260894,0.0014191159,0.004076769,0.00075393694,0.024052894,0.81160855,0.0014247196],"about_ca_topic_score_codex":0.0000029882845,"about_ca_topic_score_gemma":0.000023706327,"teacher_disagreement_score":0.9708174,"about_ca_system_score_codex":0.00004623525,"about_ca_system_score_gemma":0.00042039508,"threshold_uncertainty_score":0.7084904},"labels":[],"label_agreement":null},{"id":"W2466113706","doi":"10.1007/s10606-016-9258-5","title":"Discourse/s in/of CSCW","year":2016,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer-supported cooperative work; Sociology; Computer science; Engineering","score_opus":0.03638192563215147,"score_gpt":0.2781358970907961,"score_spread":0.24175397145864463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466113706","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":[0.6735095,0.0017878271,0.014936015,0.009780359,0.0025535624,0.0014023706,0.00031766936,0.000524127,0.29518858],"genre_scores_gemma":[0.99063396,0.00006139475,0.0006737774,0.0002813953,0.00043305874,0.00004846723,0.00005840405,0.000037185717,0.007772367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981449,0.0002449346,0.0005877077,0.00037922448,0.00025090392,0.0003923153],"domain_scores_gemma":[0.99829537,0.00026059858,0.00020671138,0.00081161206,0.0003312166,0.000094499854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022818102,0.00030303706,0.0004453254,0.00019830457,0.00018904988,0.00018368514,0.0006807805,0.00007192939,0.005177844],"category_scores_gemma":[0.000024295841,0.00019570105,0.00011316522,0.00019037483,0.00086269766,0.000560514,0.00023992368,0.00020807408,0.0002874342],"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":[0.0001374806,0.00075760524,0.008549317,0.0000424569,0.00032186505,0.00008851973,0.087818675,0.00013606685,0.00040885364,0.78340065,0.06211019,0.05622835],"study_design_scores_gemma":[0.014273544,0.0021225563,0.05423492,0.004369071,0.00034403414,0.00005497184,0.0723932,0.0014601339,0.0063095144,0.014943719,0.8239581,0.005536257],"about_ca_topic_score_codex":0.000077738914,"about_ca_topic_score_gemma":0.00064154126,"teacher_disagreement_score":0.76845694,"about_ca_system_score_codex":0.00005414601,"about_ca_system_score_gemma":0.00016868129,"threshold_uncertainty_score":0.99573153},"labels":[],"label_agreement":null},{"id":"W2558073527","doi":"10.1007/s10606-016-9254-9","title":"Book Review","year":2016,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.0172682444685553,"score_gpt":0.2615963930221886,"score_spread":0.24432814855363333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558073527","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031203346,0.6914877,0.2342257,0.03272323,0.00388656,0.0066327145,0.00059218,0.0044557815,0.022875749],"genre_scores_gemma":[0.07059245,0.08987634,0.026749345,0.5177545,0.006655719,0.0019020851,0.001409971,0.0022183622,0.28284127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959094,0.000608111,0.0008761897,0.0010977859,0.000562053,0.0009464853],"domain_scores_gemma":[0.9969454,0.00027860113,0.0002862576,0.0013053857,0.00073373184,0.00045063274],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055140164,0.00067113276,0.00090832246,0.00018052958,0.00025071428,0.00010588647,0.0008397341,0.00015017492,0.03238514],"category_scores_gemma":[0.00009105751,0.000437789,0.0002629412,0.0013008629,0.0003452657,0.000686303,0.00040518612,0.0003204599,0.05876145],"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":[0.000044933513,0.00012744451,0.00061386946,0.00006803142,0.00017133685,0.00013899787,0.000087563276,0.0000064339997,0.0005620082,0.00025771762,0.96588415,0.032037526],"study_design_scores_gemma":[0.0012945851,0.00021827477,0.0016227082,0.004169649,0.00009697597,0.00006291499,0.0000028569984,0.000089247034,0.0012110949,0.000015415531,0.99044317,0.0007730865],"about_ca_topic_score_codex":0.0000023717923,"about_ca_topic_score_gemma":0.0000021787068,"teacher_disagreement_score":0.60161144,"about_ca_system_score_codex":0.00023809524,"about_ca_system_score_gemma":0.00027816536,"threshold_uncertainty_score":0.9998074},"labels":[],"label_agreement":null},{"id":"W2617407139","doi":"10.1007/s10606-017-9277-x","title":"Designing in between Local Government and the Public – Using Institutional Analysis in Interventions on Civic Infrastructures","year":2017,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Engineering and Physical Sciences Research Council; Newcastle University; Research Councils UK","keywords":"Civics; Public relations; Sociology; Construct (python library); Civic engagement; Politics; Knowledge management; Government (linguistics); Resource (disambiguation); Local government; Collective action; Action (physics); Political science; Public administration; Computer science","score_opus":0.05007495433265827,"score_gpt":0.2734124612196681,"score_spread":0.22333750688700985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617407139","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":[0.68148106,0.000030286428,0.31527326,0.0013328509,0.00019764109,0.00034409008,0.000004405718,0.000028142404,0.0013082317],"genre_scores_gemma":[0.9965236,0.0000028668662,0.002662337,0.00053328666,0.00016894081,0.000037545728,0.000041930183,0.000008758658,0.000020729103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986771,0.00007500462,0.0004187388,0.0003360706,0.00022955694,0.00026354048],"domain_scores_gemma":[0.99927396,0.00007891908,0.0002715513,0.00026158508,0.00010378377,0.000010233738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091161206,0.00019799867,0.00036680052,0.0003762187,0.00089387223,0.00044510275,0.000438861,0.00012073861,0.00005933207],"category_scores_gemma":[0.00013235852,0.00015255073,0.000086586544,0.0010765154,0.0008358894,0.000539536,0.00063508266,0.00042179934,0.000006562101],"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":[0.000046710735,0.000076817705,0.81140286,0.000021827576,0.00044829558,0.000031387706,0.00039103942,0.0024058209,0.0000029863616,0.15896107,0.0001997346,0.026011428],"study_design_scores_gemma":[0.0015718457,0.0000115576095,0.9720677,0.00016129472,0.00009889631,8.6597817e-7,0.00040576584,0.021508284,0.000027350876,0.0033858372,0.00051241106,0.00024819386],"about_ca_topic_score_codex":0.0001226699,"about_ca_topic_score_gemma":0.00049103796,"teacher_disagreement_score":0.31504253,"about_ca_system_score_codex":0.00018401777,"about_ca_system_score_gemma":0.000050038023,"threshold_uncertainty_score":0.6875033},"labels":[],"label_agreement":null},{"id":"W2756347388","doi":"10.1007/s10606-017-9297-6","title":"From Object-Oriented to Fluid Ontology: a Case Study of the Materiality of Design Work in Agile Software Development","year":2017,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Agile software development; Ontology; Computer science; Materiality (auditing); Knowledge management; Extant taxon; Process ontology; Software engineering; Epistemology; Sociology; Engineering ethics; Data science; Domain knowledge; Engineering; Aesthetics","score_opus":0.04258621768158128,"score_gpt":0.29285827805991044,"score_spread":0.25027206037832916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756347388","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49390873,0.00001498548,0.504592,0.00008839793,0.0006498292,0.0006350847,0.0000048070897,0.00009943452,0.0000067646924],"genre_scores_gemma":[0.7006274,9.324899e-7,0.29914898,0.00006919365,0.000035631616,0.00008252025,0.0000031118386,0.000012537209,0.000019701014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976254,0.0004863262,0.00067635626,0.00060318253,0.00028902848,0.00031972377],"domain_scores_gemma":[0.9970527,0.0004252047,0.00040009135,0.0017242023,0.00029629064,0.000101504374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006845658,0.00029212507,0.00052406266,0.00012594201,0.0003079178,0.00018549907,0.0017913559,0.00011204781,0.000039914634],"category_scores_gemma":[0.00024848888,0.00022981044,0.00005566953,0.0006305424,0.00008115827,0.0003595893,0.0013742087,0.00023641271,0.00000785293],"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":[0.0013694856,0.0052314945,0.5341313,0.00011397009,0.0012513332,0.0057774605,0.22655064,0.025921801,0.0013136094,0.0004703627,0.023483682,0.17438486],"study_design_scores_gemma":[0.0055445586,0.0027022646,0.88969254,0.0015868804,0.00012835568,0.00026167414,0.0014388472,0.00999604,0.07743987,0.00025642384,0.00869357,0.00225899],"about_ca_topic_score_codex":0.0009241088,"about_ca_topic_score_gemma":0.00021725366,"teacher_disagreement_score":0.35556123,"about_ca_system_score_codex":0.00007817842,"about_ca_system_score_gemma":0.00022411265,"threshold_uncertainty_score":0.9371398},"labels":[],"label_agreement":null},{"id":"W2891310637","doi":"10.1007/s10606-018-9337-x","title":"Observing Inequality: Can Ergonomic Observations Help Interventions Transform the Role of Gender in Work Activity?","year":2018,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; Université du Québec à Montréal","keywords":"Human factors and ergonomics; Psychological intervention; Occupational safety and health; Articulation (sociology); Psychology; Set (abstract data type); Work (physics); Social psychology; Poison control; Applied psychology; Computer science; Political science; Engineering; Medicine; Politics; Environmental health","score_opus":0.19501944863971546,"score_gpt":0.433269856582968,"score_spread":0.23825040794325256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891310637","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":[0.97145796,0.00024227146,0.016946232,0.0056018387,0.000845447,0.0023475052,0.00013618114,0.00007698794,0.0023455624],"genre_scores_gemma":[0.99572015,0.00004453699,0.0015377451,0.00094033673,0.0005420728,0.0004741797,0.00018320607,0.00003538111,0.0005224192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99587023,0.0013667049,0.0011535201,0.00045306538,0.00034559597,0.0008108885],"domain_scores_gemma":[0.9969336,0.0011515524,0.00028096006,0.0006079144,0.00082495064,0.00020101795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015046439,0.00026218756,0.00048533408,0.00023687135,0.0011369673,0.000027559718,0.00056446384,0.00021791639,0.0009915491],"category_scores_gemma":[0.0001526157,0.00020699669,0.00017584232,0.0017629785,0.0002492977,0.0002578399,0.00027063172,0.0010838767,0.00014095618],"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":[0.00080657593,0.00051457965,0.86638314,0.00034898022,0.00017183016,0.0000046612913,0.0209322,0.00033384695,0.000121343124,0.0056373877,0.0052684015,0.099477045],"study_design_scores_gemma":[0.0009786787,0.00023824099,0.9843742,0.0006616142,0.000020469133,7.060534e-7,0.001280429,0.004857264,0.00009337723,0.00090465567,0.0063622734,0.0002280811],"about_ca_topic_score_codex":0.0006888943,"about_ca_topic_score_gemma":0.004317023,"teacher_disagreement_score":0.11799106,"about_ca_system_score_codex":0.00033262136,"about_ca_system_score_gemma":0.0011171728,"threshold_uncertainty_score":0.9999217},"labels":[],"label_agreement":null},{"id":"W3039044934","doi":"10.1007/s10606-020-09376-y","title":"Coding and Classifying Knowledge Exchange on Social Media: a Comparative Analysis of the #Twitterstorians and AskHistorians Communities","year":2020,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Misinformation and Its Impacts","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":"University of Toronto; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social media; Schema (genetic algorithms); Computer science; Coding (social sciences); Artificial intelligence; Lexicon; Natural language processing; Data science; World Wide Web; Machine learning; Sociology","score_opus":0.15495411552712549,"score_gpt":0.332033848090865,"score_spread":0.17707973256373952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039044934","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":[0.9304421,0.00048011215,0.009268815,0.011817872,0.0016392652,0.00090764894,0.00014877462,0.00018117728,0.045114256],"genre_scores_gemma":[0.9980069,0.00008327776,0.00012570052,0.0012302035,0.00037926133,0.000004074943,0.000026190826,0.00000706786,0.00013731825],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99826217,0.0007263768,0.00030933841,0.00016944353,0.00029090812,0.00024175213],"domain_scores_gemma":[0.9986821,0.00057480764,0.0001963516,0.00013051229,0.00023738213,0.00017887521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004052409,0.00018368193,0.0004749906,0.000158459,0.0011532732,0.00015051756,0.0002604212,0.000102621096,0.00018336625],"category_scores_gemma":[0.00007727718,0.00014515733,0.000091257636,0.001412984,0.0006543198,0.00023593022,0.00015422351,0.00028578285,0.0000057656625],"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":[0.00003751313,0.000037458973,0.0011343536,0.000016379267,0.0003144287,9.851376e-7,0.9675293,0.000043998294,0.000013724353,0.0052035903,0.02139907,0.004269202],"study_design_scores_gemma":[0.0037188395,0.00045245496,0.13842024,0.00037557437,0.0014208746,0.0000021187445,0.5531223,0.032124568,0.00018718293,0.00006254399,0.268769,0.0013443287],"about_ca_topic_score_codex":0.00008481047,"about_ca_topic_score_gemma":0.0013360536,"teacher_disagreement_score":0.414407,"about_ca_system_score_codex":0.000096950345,"about_ca_system_score_gemma":0.00013983042,"threshold_uncertainty_score":0.8870161},"labels":[],"label_agreement":null},{"id":"W3091758182","doi":"10.1007/s10606-020-09384-y","title":"Infrastructuring Public Consultation in Town Planning— How Town Planners Translate Public Consultation into a Socio-Technical Support System","year":2020,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"E-Government and Public Services","field":"Social 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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Engineering and Physical Sciences Research Council; Research Councils UK","keywords":"Software deployment; Work (physics); Adaptation (eye); Public relations; Attendance; Software; Sociology; Business; Knowledge management; Engineering management; Computer science; Political science; Engineering; Psychology; Software engineering","score_opus":0.037430560444005986,"score_gpt":0.2843953119398419,"score_spread":0.2469647514958359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091758182","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":[0.85122037,0.00026908208,0.033855874,0.09393296,0.0012669645,0.002395403,0.000097427925,0.0013199499,0.015641956],"genre_scores_gemma":[0.9942534,0.000023467905,0.002511283,0.0017546464,0.0005314497,0.00010873422,0.00054215925,0.00003751455,0.00023736081],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99588543,0.0006653546,0.0007548761,0.0008583229,0.00095090934,0.00088510197],"domain_scores_gemma":[0.9976749,0.00057957304,0.00036841264,0.00023985711,0.00054939766,0.0005878803],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009791282,0.00044675273,0.00060673396,0.0002634005,0.0007587284,0.0013016321,0.0008234473,0.000416041,0.0006605377],"category_scores_gemma":[0.00035955827,0.0004468633,0.00012231753,0.0021338288,0.0005317437,0.001738588,0.0001564091,0.00064443727,0.000045382872],"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":[0.0007075907,0.00038906024,0.18839948,0.00038754998,0.0006912613,0.0005920489,0.61454403,0.0017975706,0.000844199,0.05440811,0.07471067,0.06252841],"study_design_scores_gemma":[0.020863593,0.0020039526,0.06847699,0.0010955388,0.00029155216,0.00006502681,0.34720498,0.050496627,0.00068000983,0.0006436234,0.50271785,0.0054602744],"about_ca_topic_score_codex":0.00020409604,"about_ca_topic_score_gemma":0.0006864574,"teacher_disagreement_score":0.4280072,"about_ca_system_score_codex":0.00049820123,"about_ca_system_score_gemma":0.0009923173,"threshold_uncertainty_score":0.9997983},"labels":[],"label_agreement":null},{"id":"W3103364378","doi":"10.1007/s10606-020-09387-9","title":"A Historical View of Studies of Women’s Work","year":2020,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Technische Universität Wien","keywords":"Work (physics); Perspective (graphical); Context (archaeology); Value (mathematics); Historiography; Sociology; Gender studies; Visibility; Social science; Epistemology; History; Geography; Engineering; Visual arts; Computer science","score_opus":0.09246341607097633,"score_gpt":0.26004778796176314,"score_spread":0.16758437189078682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103364378","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":[0.8967543,0.041974764,0.026258595,0.007564232,0.0068345596,0.0025110443,0.00010051009,0.0008090497,0.017192906],"genre_scores_gemma":[0.99404204,0.00016042624,0.0008080252,0.0012137021,0.00092416024,0.000058518242,0.000011275832,0.000034939814,0.0027468947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980147,0.00016737539,0.0007567247,0.0003971312,0.0002772373,0.00038683793],"domain_scores_gemma":[0.9984292,0.00024425104,0.0002488408,0.0002807119,0.00060128816,0.00019570277],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002191822,0.0003034783,0.0009820537,0.000094455456,0.00017590464,0.000055712706,0.00031071686,0.00006009,0.0021973678],"category_scores_gemma":[0.00006295469,0.00024746786,0.00017698774,0.00030813238,0.00039989693,0.00014435698,0.00016102957,0.0002143872,0.00008175756],"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":[0.00042627117,0.00049008726,0.0013229405,0.00041325783,0.0009514342,0.00007029346,0.45619643,0.0001879703,0.00007307946,0.026816739,0.48469412,0.028357387],"study_design_scores_gemma":[0.0010960042,0.0014487954,0.0005345987,0.00037281658,0.00009454915,0.0000020824248,0.006270531,0.00020575525,0.00024168604,0.00023316174,0.98895484,0.00054517726],"about_ca_topic_score_codex":0.000016403552,"about_ca_topic_score_gemma":0.000011741397,"teacher_disagreement_score":0.5042607,"about_ca_system_score_codex":0.00024402025,"about_ca_system_score_gemma":0.00011760015,"threshold_uncertainty_score":0.99999774},"labels":[],"label_agreement":null},{"id":"W3211272233","doi":"10.1007/s10606-021-09407-2","title":"Encoding Collective Knowledge, Instructing Data Reusers: The Collaborative Fixation of a Digital Scientific Data Set","year":2021,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Computer science; Metadata; Reuse; Set (abstract data type); Computer-supported cooperative work; Data science; Knowledge management; Information retrieval; World Wide Web; Work (physics)","score_opus":0.2741778760334202,"score_gpt":0.40317431858206415,"score_spread":0.12899644254864395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211272233","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32116434,0.0018741698,0.59187084,0.005346674,0.020972999,0.0030275953,0.015890503,0.00042927536,0.03942359],"genre_scores_gemma":[0.9681951,0.000009950877,0.014311513,0.00015080952,0.00043535893,0.000014359464,0.007873889,0.000030460993,0.0089785885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99279296,0.0009908393,0.0013306793,0.0027889614,0.0016004723,0.00049610465],"domain_scores_gemma":[0.9831974,0.0033619779,0.0008014228,0.008489177,0.0039820843,0.00016795742],"candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0070591033,0.00034116872,0.0005714651,0.00042922967,0.0014898726,0.005473445,0.0070244162,0.00008379257,0.00036516672],"category_scores_gemma":[0.007932072,0.0002418701,0.000075813434,0.012097288,0.00081680133,0.0026673435,0.0128462715,0.0003458861,0.00022500238],"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":[0.000054996777,0.0002566816,0.0057261614,0.000012111056,0.00025252756,0.000049683003,0.011063605,0.0017349191,0.00010632977,0.00076667505,0.86650777,0.11346855],"study_design_scores_gemma":[0.0017404684,0.00018256056,0.006582406,0.00034183817,0.0001543045,0.00005478842,0.024952479,0.4288362,0.0014470712,0.0018792235,0.5328927,0.0009359369],"about_ca_topic_score_codex":0.000009689485,"about_ca_topic_score_gemma":0.00018664065,"teacher_disagreement_score":0.6470307,"about_ca_system_score_codex":0.00014003536,"about_ca_system_score_gemma":0.0022752173,"threshold_uncertainty_score":0.99981004},"labels":[],"label_agreement":null},{"id":"W4212938735","doi":"10.1007/s10606-021-09422-3","title":"Regional Differences in Information Privacy Concerns After the Facebook-Cambridge Analytica Data Scandal","year":2022,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Globe; Focus (optics); Internet privacy; Data collection; Privacy policy; Information privacy; Data science; Sociology; Political science; Public relations; Psychology; Computer science; Social science","score_opus":0.07098206462064442,"score_gpt":0.30524199706470057,"score_spread":0.23425993244405613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212938735","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":[0.82188493,0.0008142204,0.09381968,0.05040991,0.005107553,0.008802291,0.002741371,0.00070362695,0.015716441],"genre_scores_gemma":[0.9962383,0.00007792579,0.0002986538,0.0015759439,0.0004021654,0.0002716998,0.00082005735,0.000009025542,0.00030624075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972079,0.00083112076,0.00043408337,0.00042320925,0.0006849157,0.00041881102],"domain_scores_gemma":[0.9985231,0.00019622127,0.0001700641,0.0008424565,0.00015092336,0.000117207586],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010850846,0.0002013559,0.00024899808,0.00015377902,0.0013128578,0.000425267,0.001974867,0.00007219255,0.0012414666],"category_scores_gemma":[0.00015653964,0.00016425068,0.000052207513,0.0008890773,0.00043486038,0.0014009484,0.0021743039,0.00056083314,0.00008611235],"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":[0.0014546389,0.0006093757,0.15895888,0.000038897382,0.00036300762,0.00010458701,0.12956853,0.0003716865,0.000012151378,0.026100123,0.5876285,0.094789654],"study_design_scores_gemma":[0.0009975198,0.00017104819,0.12219628,0.00003915429,0.000032249525,0.000009605074,0.004151968,0.013609659,0.0000063325288,0.00037522084,0.8579487,0.00046227142],"about_ca_topic_score_codex":0.0011816231,"about_ca_topic_score_gemma":0.00084501377,"teacher_disagreement_score":0.27032024,"about_ca_system_score_codex":0.00020694418,"about_ca_system_score_gemma":0.00055253116,"threshold_uncertainty_score":0.9999873},"labels":[],"label_agreement":null},{"id":"W4409947405","doi":"10.1007/s10606-025-09516-2","title":"Identity Alignment and the Sociotechnical Reconfigurations of Emotional Labor in Transnational Gig-education Platforms","year":2025,"lang":"en","type":"article","venue":"Computer Supported Cooperative Work (CSCW)","topic":"Digital Economy and Work Transformation","field":"Social Sciences","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":"University of Toronto","funders":"University of Michigan; Syracuse University","keywords":"Sociotechnical system; Emotional labor; Identity (music); Sociology; Gender studies; Psychology; Knowledge management; Social psychology; Computer science; Aesthetics; Art","score_opus":0.011804136917135423,"score_gpt":0.28311183418384916,"score_spread":0.2713076972667137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409947405","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":[0.62490344,0.00031364613,0.22875087,0.0714384,0.0012812858,0.0022215846,0.00008386589,0.00009701861,0.07090991],"genre_scores_gemma":[0.9977771,0.00006365447,0.00071358425,0.00066467916,0.000051622657,0.000067866575,0.00010094407,0.0000030717695,0.000557443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989806,0.00010943364,0.00041540829,0.00016990321,0.00018382647,0.00014083434],"domain_scores_gemma":[0.999366,0.00023252034,0.000076155455,0.000090516434,0.00019413148,0.00004068204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006592415,0.00009497804,0.00017392899,0.00011816599,0.00032281558,0.00013250897,0.00017670421,0.00009748862,0.00017655519],"category_scores_gemma":[0.000032933433,0.00007754031,0.000055947123,0.0006125356,0.00047622362,0.00088580727,0.000019589625,0.00014867073,0.000004324852],"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":[0.000037417103,0.00012289398,0.002355178,0.00000805017,0.000033142638,1.8681698e-7,0.0049657444,0.00023746365,0.0000021627025,0.969446,0.0008762919,0.02191548],"study_design_scores_gemma":[0.009230147,0.00020828815,0.43721613,0.000682935,0.00013863438,0.000005067526,0.012677104,0.008136959,0.0005401945,0.43945482,0.09072232,0.0009873867],"about_ca_topic_score_codex":0.000044291766,"about_ca_topic_score_gemma":0.00062995666,"teacher_disagreement_score":0.52999115,"about_ca_system_score_codex":0.00010208648,"about_ca_system_score_gemma":0.0006390076,"threshold_uncertainty_score":0.3162002},"labels":[],"label_agreement":null}]}