{"meta":{"query_hash":"fc3ca0520e36","filters":{"venue":"International Journal of Technology and Human Interaction"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/fc3ca0520e36","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Technology+and+Human+Interaction"},"results":[{"id":"W1975577095","doi":"10.4018/jthi.2007040102","title":"Collaboration Challenges in Community Telecommunication Networks","year":2007,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Innovative Approaches in Technology and Social Development","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":"Laurentian University","funders":"","keywords":"Context (archaeology); Appropriation; Knowledge management; Process (computing); Computer science; Sustainability; Telecommunications; Process management; Business","score_opus":0.042304215530394866,"score_gpt":0.32088315528242095,"score_spread":0.2785789397520261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975577095","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":[0.9830539,0.00024488303,0.0018647506,0.0058626276,0.00079049205,0.00006739342,1.4098323e-7,0.000042574826,0.008073235],"genre_scores_gemma":[0.9989029,0.00015660917,0.00041708982,0.00022393666,0.00026838714,0.000003455321,0.000006761725,0.000005869308,0.000014966061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992812,0.00001943519,0.00042517876,0.00006769919,0.000110302215,0.000096128715],"domain_scores_gemma":[0.99875903,0.00005110103,0.0005178018,0.0000933554,0.00057528506,0.0000034015595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014798908,0.00007653016,0.00012293908,0.0016645557,0.00016871809,0.000052289222,0.0003617023,0.00019485135,0.0000141324],"category_scores_gemma":[0.00017681843,0.000077135,0.00002199029,0.0003848004,0.00013395703,0.0008287536,0.00016099254,0.0008016864,0.0000030136334],"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":[0.0001395619,0.0002504472,0.03730058,0.000012499923,0.00008326514,0.00001872562,0.00048972515,0.000032649958,0.0007591211,0.8307761,0.00015990096,0.12997745],"study_design_scores_gemma":[0.002213791,0.00017797615,0.51015055,0.00043014885,0.000037500977,0.00020335252,0.036319893,0.00043028902,0.00223441,0.37079668,0.07658963,0.00041578687],"about_ca_topic_score_codex":0.000037082336,"about_ca_topic_score_gemma":0.0006775263,"teacher_disagreement_score":0.47284997,"about_ca_system_score_codex":0.00012874776,"about_ca_system_score_gemma":0.000009138656,"threshold_uncertainty_score":0.3482973},"labels":[],"label_agreement":null},{"id":"W1992435575","doi":"10.4018/jthi.2009092303","title":"A Framework for Integrating the Social Web Environment in Pattern Engineering","year":2009,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Social web; Social Semantic Web; Web engineering; Computer science; Web modeling; Semantic Web; World Wide Web; Web standards; Web application; Process (computing); Data science; Web intelligence; Web service; Social media","score_opus":0.008542962866305234,"score_gpt":0.2823006570254127,"score_spread":0.27375769415910745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992435575","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":[0.5512966,0.00007369828,0.41945022,0.028460309,0.0005700888,0.00006476095,8.9713717e-7,0.000025795034,0.000057617526],"genre_scores_gemma":[0.99099123,0.000013175217,0.008165409,0.0005804757,0.00023848165,0.0000045279494,6.8131504e-7,0.000002720333,0.0000032660705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99942964,0.000011762625,0.0002499354,0.000098847915,0.00012078442,0.00008903474],"domain_scores_gemma":[0.99956673,0.00007896037,0.00020897546,0.0000693464,0.000063844105,0.000012135484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015121199,0.00007169727,0.000091062466,0.000458095,0.00008169954,0.00007376569,0.00056498876,0.00007412104,0.0000054614534],"category_scores_gemma":[0.00001751085,0.000052489406,0.000048894588,0.00009109087,0.000016988817,0.00024768256,0.00006454883,0.00038670562,8.2278126e-7],"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":[0.000047634498,0.00012820754,0.001877903,0.0000074237855,0.00009682301,0.000028027134,0.0044557163,0.00031125822,0.010310476,0.6312187,0.000048236667,0.35146964],"study_design_scores_gemma":[0.0028210983,0.0016687769,0.048387084,0.0011854204,0.000052398238,0.001375553,0.0046390747,0.053558465,0.014005673,0.82223785,0.049463842,0.00060479244],"about_ca_topic_score_codex":0.0000054485467,"about_ca_topic_score_gemma":0.000018336941,"teacher_disagreement_score":0.43969467,"about_ca_system_score_codex":0.00005021684,"about_ca_system_score_gemma":0.000008329361,"threshold_uncertainty_score":0.21404558},"labels":[],"label_agreement":null},{"id":"W2044213786","doi":"10.4018/jthi.2010100102","title":"Moderating Effect of Team Distributedness on Organizational Dimensions for Innovation Project Success","year":2010,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Team Dynamics and Performance","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":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal; Polytechnique Montréal","funders":"","keywords":"Knowledge management; Affect (linguistics); Moderation; Business; Dimension (graph theory); Perspective (graphical); Task (project management); Team effectiveness; New product development; Workforce; Psychology; Marketing; Computer science; Management; Social psychology","score_opus":0.012076345996846491,"score_gpt":0.365481958753333,"score_spread":0.3534056127564865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044213786","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":[0.9935418,0.0000075011626,0.002704447,0.0005042258,0.0025038524,0.00014226061,0.000036221274,0.000018793511,0.0005409022],"genre_scores_gemma":[0.9992451,0.000002374576,0.00030195457,0.00003108466,0.00024017418,0.000015134619,0.000053582422,0.000010057647,0.000100555524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922305,0.000019472885,0.00042907172,0.000113601025,0.00013445641,0.00008036091],"domain_scores_gemma":[0.9983978,0.00014450461,0.0005877674,0.00008442483,0.00077384344,0.000011637125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028459792,0.00009073151,0.00015417358,0.0009911911,0.00010872838,0.000025927899,0.00018949792,0.00015200551,0.000075009375],"category_scores_gemma":[0.00022630229,0.00007532168,0.00004043038,0.00022330401,0.00008026074,0.00017543286,0.000030145053,0.00042977076,0.0000015429794],"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":[0.0011442621,0.00035078905,0.11358437,0.000027707607,0.00037014525,0.0000066961506,0.0004466868,0.00008357226,0.12551142,0.7413492,0.0011283163,0.015996838],"study_design_scores_gemma":[0.03255815,0.026912002,0.25679362,0.0022482283,0.0007109362,0.0063084457,0.003264558,0.028766928,0.43720323,0.15327804,0.049721163,0.0022346964],"about_ca_topic_score_codex":0.000013864215,"about_ca_topic_score_gemma":0.000017354105,"teacher_disagreement_score":0.58807117,"about_ca_system_score_codex":0.00003354566,"about_ca_system_score_gemma":0.000024515977,"threshold_uncertainty_score":0.3071529},"labels":[],"label_agreement":null},{"id":"W2050765685","doi":"10.4018/jthi.2012040101","title":"An Empirical Investigation of External Factors Influencing Mobile Technology Use in Canada","year":2012,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phone; Sample (material); Business; Mobile phone; Empirical research; Process (computing); Perception; Marketing; Knowledge management; Internet privacy; Psychology; Computer science; Telecommunications","score_opus":0.09259995398559114,"score_gpt":0.4135113537562741,"score_spread":0.320911399770683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050765685","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":[0.99789566,0.00008902437,0.0004637122,0.0004955249,0.00095069304,0.00006180184,0.0000059652803,0.000025565216,0.000012072073],"genre_scores_gemma":[0.9990501,0.000010068313,0.0007816379,0.0000731945,0.000053967142,0.0000044247263,0.0000018798419,0.0000071713503,0.000017556202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979151,0.0000817622,0.0010602658,0.00017959347,0.0005827239,0.00018054378],"domain_scores_gemma":[0.99779135,0.0001801248,0.0010182223,0.00022179863,0.00070817367,0.000080308295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006499114,0.00012858698,0.00030049105,0.0037339362,0.00006548115,0.000047965324,0.0007305071,0.0002603068,0.00011611898],"category_scores_gemma":[0.0005545193,0.000106171654,0.000052885276,0.00059986167,0.00023753862,0.001597111,0.00011347413,0.00068205665,0.0000024415597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036258625,0.00006998206,0.96514606,8.7730973e-7,0.000017355316,0.000015665055,0.00035776888,0.000044905428,0.028243164,0.0018730874,0.00007337671,0.004121521],"study_design_scores_gemma":[0.00035748692,0.00017280407,0.95479167,0.00006523438,0.000011561697,0.0003547163,0.0060428297,0.000043632117,0.029407967,0.007924598,0.0007306893,0.00009682932],"about_ca_topic_score_codex":0.014743002,"about_ca_topic_score_gemma":0.056736447,"teacher_disagreement_score":0.041993443,"about_ca_system_score_codex":0.00039208002,"about_ca_system_score_gemma":0.0001896893,"threshold_uncertainty_score":0.9918179},"labels":[],"label_agreement":null},{"id":"W2091149700","doi":"10.4018/jthi.2009010101","title":"The Case for Open Access Networks","year":2009,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"ICT Impact and Policies","field":"Engineering","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":"Laurentian University","funders":"","keywords":"Net neutrality; Context (archaeology); The Internet; Incentive; Open standard; Business; Work (physics); Internet access; Principal (computer security); Telecommunications; Internet privacy; Computer science; Computer security; World Wide Web; Economics; Interoperability; Engineering","score_opus":0.027624879744932506,"score_gpt":0.3883644389187828,"score_spread":0.3607395591738503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091149700","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":[0.98178446,0.00039011062,0.0077041513,0.006166858,0.0019209278,0.00009963696,0.0000026110567,0.00004279464,0.0018884521],"genre_scores_gemma":[0.9992953,0.000114749535,0.000056572,0.00011169878,0.00028312454,0.0000028539307,9.588906e-7,0.0000040927025,0.00013067115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996925,0.000004276693,0.00017726881,0.000020208605,0.000034454402,0.00007130625],"domain_scores_gemma":[0.99966806,0.00005067372,0.000094342504,0.0000448538,0.0001263484,0.000015742677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011048755,0.000049177648,0.00006703396,0.00022135809,0.00012784364,0.0003429479,0.00049450516,0.000053961725,0.000010346006],"category_scores_gemma":[0.000027280674,0.000035289235,0.000030275201,0.000044493896,0.000029085923,0.00055618933,0.00004888559,0.0001776418,4.818296e-7],"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":[0.0004193052,0.00008724396,0.0012909287,0.000008154401,0.0006655889,0.00026343216,0.0008099579,0.008967713,0.0024105785,0.29685283,0.058304362,0.6299199],"study_design_scores_gemma":[0.003529942,0.0016261672,0.011462839,0.0003665272,0.0001461805,0.04819188,0.0037935467,0.020486172,0.017425776,0.27210623,0.62029696,0.000567792],"about_ca_topic_score_codex":0.000008507492,"about_ca_topic_score_gemma":0.00003195718,"teacher_disagreement_score":0.6293521,"about_ca_system_score_codex":0.00003854285,"about_ca_system_score_gemma":0.0000044556714,"threshold_uncertainty_score":0.33070543},"labels":[],"label_agreement":null},{"id":"W2530216543","doi":"10.4018/ijthi.2017010106","title":"Quality and Acceptance of Crowdsourced Translation of Web Content","year":2016,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Crowdsourcing; Quality (philosophy); Computer science; Machine translation; World Wide Web; Test (biology); Content (measure theory); Data science; Knowledge management; Natural language processing","score_opus":0.0640364429089476,"score_gpt":0.3551888073747328,"score_spread":0.2911523644657852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530216543","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":[0.8738357,0.000065545195,0.120434806,0.005126771,0.00029386274,0.000039642015,0.0000043455225,0.00001710717,0.00018225895],"genre_scores_gemma":[0.9934943,0.000032294574,0.0063649374,0.000033348788,0.00003041537,0.0000013199265,3.5307312e-7,0.0000028669285,0.000040193005],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99902564,0.000030035557,0.00059451937,0.00010208398,0.00019313244,0.00005460269],"domain_scores_gemma":[0.9981485,0.00013187868,0.00083623565,0.0001128752,0.0007536515,0.000016874379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031310655,0.00006135723,0.00016215249,0.0006710568,0.000033070446,0.000021249292,0.0003759808,0.00007275351,0.000023217597],"category_scores_gemma":[0.00015256811,0.00004629641,0.000044316672,0.00014246309,0.00016989582,0.00068938365,0.00007214784,0.00012231643,6.021663e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000901553,0.0000958351,0.047949765,0.000010730788,0.00014968988,0.000003692976,0.00040297076,0.0000029148355,0.49476308,0.22652243,0.000047815007,0.2299609],"study_design_scores_gemma":[0.005782047,0.0011823182,0.51423955,0.0011917473,0.000048476846,0.0009678161,0.0008787467,0.00035363022,0.34546468,0.12125984,0.008240683,0.00039044194],"about_ca_topic_score_codex":0.000008309746,"about_ca_topic_score_gemma":0.00001150651,"teacher_disagreement_score":0.4662898,"about_ca_system_score_codex":0.000033285552,"about_ca_system_score_gemma":0.000022547962,"threshold_uncertainty_score":0.18879128},"labels":[],"label_agreement":null},{"id":"W2765597043","doi":"10.4018/ijthi.2018010106","title":"Universality of Egoless Behavior of Software Engineering Students","year":2017,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Universality (dynamical systems); Coding (social sciences); Software; Psychology; Computer science; Social psychology; Knowledge management; Software engineering; Engineering; Sociology; Social science","score_opus":0.017568947167720124,"score_gpt":0.3431759491648648,"score_spread":0.3256070019971447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765597043","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":[0.8763872,0.000033977994,0.12260385,0.00020843916,0.00067851477,0.000027318727,0.0000017200788,0.000036768233,0.000022217864],"genre_scores_gemma":[0.9790981,0.000030392272,0.020817077,0.0000033082254,0.00003226031,0.0000011566898,3.014164e-7,0.0000031409763,0.0000142883255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940926,0.000007401494,0.00026569265,0.000073355484,0.00019583033,0.00004845758],"domain_scores_gemma":[0.99863863,0.000052791238,0.00075443607,0.00019899452,0.00033840127,0.000016749838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019773743,0.000057554087,0.00012909077,0.0004689582,0.000046971076,0.00005820715,0.0011996777,0.000070164344,0.000006823153],"category_scores_gemma":[0.000229776,0.000056115885,0.000048151345,0.00003728075,0.000056723624,0.0007923376,0.00027027185,0.00020595005,2.2604931e-7],"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":[0.00011035568,0.0005777236,0.71040684,0.000070130634,0.00059068605,0.00019920286,0.0005404677,0.00018885381,0.035191145,0.17526357,0.00013995744,0.076721065],"study_design_scores_gemma":[0.0014172628,0.0008702413,0.7839358,0.0009621159,0.000111269655,0.0010713805,0.00015355389,0.0006082174,0.19695505,0.008022361,0.0055862004,0.00030655073],"about_ca_topic_score_codex":0.000028169377,"about_ca_topic_score_gemma":0.0000025185034,"teacher_disagreement_score":0.1672412,"about_ca_system_score_codex":0.000031606665,"about_ca_system_score_gemma":0.000011563857,"threshold_uncertainty_score":0.22883394},"labels":[],"label_agreement":null},{"id":"W2788505591","doi":"10.4018/ijthi.2018070104","title":"The Resilience of Pre-Merger Fields of Practice During Post-Merger Information Systems Development","year":2018,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université TÉLUQ","funders":"","keywords":"Status quo; Knowledge management; Context (archaeology); Perspective (graphical); Business; Resilience (materials science); Process management; Computer science; Political science","score_opus":0.008565899789534556,"score_gpt":0.3504535720682351,"score_spread":0.34188767227870054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788505591","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":[0.9925934,0.000039769115,0.0010687187,0.0013890052,0.0016231483,0.000097723205,0.0000021615099,0.000008247622,0.0031778438],"genre_scores_gemma":[0.99942213,0.000060770682,0.00016930838,0.000028676452,0.00014761607,0.0000039047004,0.000001825217,0.0000015415682,0.00016423123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987463,0.000057645517,0.00073752704,0.00003459215,0.00034896552,0.00007497597],"domain_scores_gemma":[0.9960998,0.000100467165,0.0013903438,0.00005684983,0.0023366234,0.000015905129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088761497,0.000045122037,0.000086628475,0.0003736468,0.00036496684,0.00005826037,0.00022239033,0.000069990914,0.000035145968],"category_scores_gemma":[0.0005280446,0.00003414192,0.000027825346,0.00011807104,0.00023392389,0.0016365792,0.000039329963,0.00011760012,0.0000033221327],"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":[0.0015008375,0.000109700246,0.007621613,0.00007726696,0.0006089096,0.0000024515773,0.13074787,0.000111192785,0.01686827,0.8029483,0.0013448389,0.038058743],"study_design_scores_gemma":[0.00115232,0.00075463054,0.04232441,0.0005752578,0.000052226256,0.00025492068,0.26316914,0.00007270848,0.05171398,0.0015161977,0.6382036,0.00021060194],"about_ca_topic_score_codex":0.00027314594,"about_ca_topic_score_gemma":0.00014935144,"teacher_disagreement_score":0.80143213,"about_ca_system_score_codex":0.00008202589,"about_ca_system_score_gemma":0.00007633979,"threshold_uncertainty_score":0.28070667},"labels":[],"label_agreement":null},{"id":"W4226289476","doi":"10.4018/ijthi.299076","title":"The Impact of Information and Communication Technology Factors on the User Intention to Participate in the Sharing Economy","year":2022,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sharing economy; Usability; Structural equation modeling; Information and Communications Technology; Business; Quality (philosophy); Work (physics); Information sharing; Perspective (graphical); Knowledge management; Marketing; Psychology; Computer science; Engineering; Human–computer interaction; World Wide Web","score_opus":0.030576121303811984,"score_gpt":0.29877133357590896,"score_spread":0.26819521227209697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226289476","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":[0.98989844,0.00002255763,0.00005068606,0.008906378,0.00015819448,0.00010595248,0.0000011359474,0.000009052864,0.00084758806],"genre_scores_gemma":[0.999666,0.00001270267,0.0000061972532,0.00024559538,0.000028557251,0.000022682418,0.000005041216,0.000002554846,0.00001067756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994575,0.000010239552,0.00033231135,0.00005175388,0.00007847313,0.00006971726],"domain_scores_gemma":[0.9991509,0.00009906874,0.0004991464,0.00012103782,0.00012668174,0.0000031800473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066729245,0.00006060369,0.00007725842,0.00087736564,0.0003138726,0.00017184834,0.00052205706,0.000034884022,0.00004937906],"category_scores_gemma":[0.00012997662,0.000032955893,0.00003942488,0.0001988248,0.000067814064,0.0008992685,0.00024102535,0.00039089913,0.0000029449916],"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":[0.0002202644,0.00006925191,0.36638534,0.0000054333736,0.0001382572,0.0000014531184,0.0007216641,0.00062204164,0.00013178655,0.6162469,0.0005245365,0.014933105],"study_design_scores_gemma":[0.0010541603,0.0004646674,0.44229043,0.00019497833,0.000049249113,0.00016506448,0.027047629,0.0036256458,0.0004690964,0.42650628,0.09791888,0.00021390186],"about_ca_topic_score_codex":0.00021756643,"about_ca_topic_score_gemma":0.00010369508,"teacher_disagreement_score":0.18974058,"about_ca_system_score_codex":0.00007104839,"about_ca_system_score_gemma":0.000006165785,"threshold_uncertainty_score":0.2414086},"labels":[],"label_agreement":null},{"id":"W4385622986","doi":"10.4018/ijthi.327789","title":"Behaviour and Bot Analysis on Online Social Networks","year":2023,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute for Materials Science; Dalhousie University; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Exploit; Mainstream; Internet privacy; Multitude; Computer science; Social media; World Wide Web; The Internet; Social network (sociolinguistics); Computer security; Political science","score_opus":0.018579017228155702,"score_gpt":0.32663307116053725,"score_spread":0.30805405393238156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385622986","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":[0.9757189,0.0000214492,0.018340688,0.004757851,0.000992014,0.00001830595,0.000001705975,0.00008020957,0.000068874164],"genre_scores_gemma":[0.99921143,0.00004290897,0.00027990303,0.0001027639,0.000273092,0.000001101679,0.000004881477,0.000003104909,0.00008078998],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994089,0.000019608116,0.00021730135,0.00012392187,0.0001557378,0.00007450978],"domain_scores_gemma":[0.9994814,0.00003815839,0.0002367613,0.00006326478,0.00015870751,0.000021726135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015669598,0.0000636632,0.00011747155,0.001788112,0.00013147449,0.00010708479,0.0002774222,0.00009897607,0.000010065066],"category_scores_gemma":[0.00002849867,0.000059037167,0.00006582731,0.0004923391,0.00004419257,0.0003195705,0.00009422374,0.0003320406,0.0000024655628],"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":[0.000381542,0.0006440043,0.22693187,0.000009890898,0.0036822371,0.0005215819,0.0020286634,0.0033663423,0.0053447085,0.30280152,0.0060077365,0.4482799],"study_design_scores_gemma":[0.0011905698,0.0009798969,0.90913093,0.00009543695,0.00028316144,0.00074809085,0.00052124605,0.047518592,0.0014515712,0.032926403,0.004853639,0.00030044207],"about_ca_topic_score_codex":0.000014347622,"about_ca_topic_score_gemma":0.000037401624,"teacher_disagreement_score":0.68219906,"about_ca_system_score_codex":0.000040534014,"about_ca_system_score_gemma":0.0000057165435,"threshold_uncertainty_score":0.24074659},"labels":[],"label_agreement":null},{"id":"W4385690690","doi":"10.4018/ijthi.327949","title":"The Impact of Twitter Users' Characteristics on Behaviors","year":2023,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"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 North Carolina at Greensboro; Hospital for Sick Children; University of Toronto; University of Alabama; Northern Kentucky University; University of Delhi; University of Cincinnati; North Carolina State University; North Dakota State University; Wayne State University; University of Minnesota","keywords":"Followership; Psychology; Power (physics); Structural equation modeling; Social psychology; Social capital; Computer science; Knowledge management; Sociology","score_opus":0.034680793462164156,"score_gpt":0.4245157885107004,"score_spread":0.38983499504853625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385690690","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":[0.9939743,0.000008033104,0.000004301212,0.0035664984,0.0017468743,0.00003196453,0.000004133918,0.000018396655,0.0006454769],"genre_scores_gemma":[0.99906033,0.00014711086,0.0000059172835,0.000027458542,0.00044587764,0.0000017193166,0.0000017101275,0.0000037967677,0.00030605478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993678,0.000048373226,0.0002340206,0.00004271416,0.0002077089,0.00009940486],"domain_scores_gemma":[0.9990557,0.00024438542,0.00031336752,0.00004552896,0.00031208785,0.000028974177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026918438,0.000046263536,0.00008855223,0.000424927,0.00020394174,0.000038363534,0.00022902046,0.00009200883,0.00004763973],"category_scores_gemma":[0.0004236228,0.000032842698,0.00008122134,0.00012814175,0.00028539664,0.000101204976,0.000024025458,0.0002418022,0.000009970468],"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":[0.00048224672,0.00025314826,0.6958636,0.000005018925,0.0006401948,0.0001009001,0.022079358,0.000009081137,0.011079986,0.2048086,0.012858842,0.05181901],"study_design_scores_gemma":[0.0010676684,0.0015044715,0.7780098,0.00032920873,0.000094913616,0.00010394011,0.045543157,0.00002454016,0.0055443775,0.070600465,0.09692309,0.00025437959],"about_ca_topic_score_codex":0.00020626248,"about_ca_topic_score_gemma":0.00003878658,"teacher_disagreement_score":0.13420813,"about_ca_system_score_codex":0.000108074724,"about_ca_system_score_gemma":0.000048796115,"threshold_uncertainty_score":0.15685757},"labels":[],"label_agreement":null},{"id":"W4385987671","doi":"10.4018/ijthi.328578","title":"The Virtual Community of Practice Facilitation Model","year":2023,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NOSM University; University of Ottawa","funders":"","keywords":"Asynchronous communication; Medical education; Asynchronous learning; Computer science; Facilitation; Knowledge management; Psychology; Medicine; Pedagogy; Teaching method; Cooperative learning; Synchronous learning","score_opus":0.05477129638515116,"score_gpt":0.5080109828571325,"score_spread":0.4532396864719814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385987671","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":[0.9733961,0.000030976735,0.000810487,0.0203756,0.0026744693,0.000112243586,0.000008706769,0.0000369687,0.002554435],"genre_scores_gemma":[0.99662477,0.00009329063,0.0002003278,0.0002849954,0.00012698304,0.000017587554,0.0000132384885,0.000006004366,0.0026328345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985992,0.00033408965,0.00064115657,0.000058697013,0.0002675522,0.000099347766],"domain_scores_gemma":[0.9958606,0.0009802296,0.0009037995,0.00011448383,0.002117088,0.000023850216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00134428,0.0000658334,0.00011261435,0.0006472464,0.00080911006,0.000014818167,0.00029572175,0.00013660968,0.000039364822],"category_scores_gemma":[0.0016127949,0.00004832359,0.000041680465,0.0002668987,0.00013608544,0.00045015276,0.000101717116,0.0010065376,0.00003222497],"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":[0.0017512215,0.00030840805,0.004122912,0.00003197164,0.0003945499,0.0000063402767,0.021006726,0.00076308294,0.035840653,0.87488115,0.02763653,0.03325647],"study_design_scores_gemma":[0.003222233,0.0015881393,0.02963463,0.0013324823,0.0001357765,0.00017336852,0.46803817,0.008453034,0.0043741628,0.24862288,0.23408286,0.00034224772],"about_ca_topic_score_codex":0.000049893657,"about_ca_topic_score_gemma":0.000097924436,"teacher_disagreement_score":0.62625825,"about_ca_system_score_codex":0.000113049064,"about_ca_system_score_gemma":0.00022110008,"threshold_uncertainty_score":0.6223102},"labels":[],"label_agreement":null}]}