{"meta":{"query_hash":"2d70b8e15521","filters":{"venue":"Journal of Information Communication and Ethics in Society"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2d70b8e15521","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Information+Communication+and+Ethics+in+Society"},"results":[{"id":"W1486987756","doi":"10.1108/jices-10-2014-0045","title":"Does computing need to go beyond good and evil impacts?","year":2015,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Management science; Style (visual arts); Computer science; Engineering ethics; Ethical issues; Social issues; Social impact; Social science; Sociology; Political science; Engineering; Law","score_opus":0.035650463034382796,"score_gpt":0.32522618411612125,"score_spread":0.28957572108173846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486987756","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":[0.18191662,0.00094137737,0.64109796,0.14706734,0.0020127604,0.0007995193,0.0000053349727,0.00012073474,0.026038332],"genre_scores_gemma":[0.85599554,0.00059361523,0.13492402,0.008402337,0.000030539228,0.0000033198762,0.000005250908,0.0000028163702,0.000042577736],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983707,0.0001517849,0.0008747301,0.000048409747,0.00043437458,0.00011997543],"domain_scores_gemma":[0.99768245,0.00023874873,0.00063966605,0.00025279,0.0009848727,0.00020148106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054385713,0.000090163965,0.00015966548,0.00015440585,0.00019617731,0.00042298457,0.00044527932,0.000121872894,0.0000020808343],"category_scores_gemma":[0.00043044708,0.000062335595,0.000039785493,0.00040598225,0.000046969548,0.0028090326,0.00026016549,0.0005650446,0.000015151582],"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":[0.000010654848,0.000047125635,0.006416411,0.00012709058,0.000032573924,1.4822318e-7,0.845011,0.00062896585,0.00001153835,0.100476466,0.023342272,0.023895757],"study_design_scores_gemma":[0.0040506762,0.00023154139,0.04745475,0.0008653293,0.000014939243,0.00026539835,0.24155329,0.081997946,0.0001961829,0.011702138,0.6109555,0.0007123456],"about_ca_topic_score_codex":0.000012972299,"about_ca_topic_score_gemma":0.0000068146524,"teacher_disagreement_score":0.6740789,"about_ca_system_score_codex":0.00015297564,"about_ca_system_score_gemma":0.00039803435,"threshold_uncertainty_score":0.407885},"labels":[],"label_agreement":null},{"id":"W1577653768","doi":"10.1108/14779961011024819","title":"The emancipatory role of information and communication technology","year":2010,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Information and Communications Technology; Digital divide; The Internet; Political science; Government (linguistics); Public relations; Freedom of the press; Democracy; Originality; Sociology; Economic growth; Development economics; Social science; Law; Economics; Qualitative research; Politics","score_opus":0.025832710543372803,"score_gpt":0.3590983807996425,"score_spread":0.3332656702562697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577653768","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":[0.94921166,0.0018484222,0.00023401689,0.038265344,0.00024777246,0.00022277256,0.0000045698716,0.00002003515,0.009945428],"genre_scores_gemma":[0.97163546,0.024000857,0.0038201017,0.0005072443,0.000021951999,0.000004752228,0.0000037865416,0.0000015782886,0.0000042611873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987871,0.00022403835,0.00059303374,0.000016341377,0.00028210494,0.0000973754],"domain_scores_gemma":[0.9968936,0.0012969074,0.00076020014,0.00022063081,0.0007807899,0.00004790408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004246429,0.00004663935,0.00010333429,0.00008570684,0.000758512,0.00009275372,0.00037425384,0.0003314144,0.000004203495],"category_scores_gemma":[0.0024967485,0.000038737104,0.00003849143,0.000240784,0.0011040053,0.0013966393,0.00009148328,0.0013071784,0.0000010876553],"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":[0.00000763521,0.000011151953,0.009887147,0.000021609498,0.000011211495,5.423302e-9,0.36199027,0.0000033813562,0.00006394727,0.59734434,0.00034544722,0.030313885],"study_design_scores_gemma":[0.00043790418,0.00002550374,0.007521895,0.000067552784,0.0000120832565,0.0000040091268,0.4909492,0.00045191086,0.00018906128,0.10234989,0.39791375,0.00007721194],"about_ca_topic_score_codex":0.00020797657,"about_ca_topic_score_gemma":0.00037817212,"teacher_disagreement_score":0.49499443,"about_ca_system_score_codex":0.00004123204,"about_ca_system_score_gemma":0.00032786248,"threshold_uncertainty_score":0.5833938},"labels":[],"label_agreement":null},{"id":"W1999396824","doi":"10.1108/14779960380000222","title":"Airports as data filters: Converging surveillance systems after September 11th","year":2003,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Refugee; Seekers; Politics; Scale (ratio); Business; Air travel; Lock (firearm); Advertising; Political science; Geography; Aviation; Engineering; Law; Archaeology; Cartography","score_opus":0.05386636993865377,"score_gpt":0.36448327795121993,"score_spread":0.31061690801256614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999396824","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":[0.5773173,0.016153032,0.045070563,0.02196263,0.0033376538,0.0016834841,0.00009423141,0.00014737908,0.3342337],"genre_scores_gemma":[0.98467034,0.011879991,0.0020188405,0.0011161848,0.00004594821,0.0000046219384,0.000048584516,0.0000035651335,0.00021190273],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979795,0.00069580565,0.0006848493,0.00005694494,0.00046750446,0.00011539184],"domain_scores_gemma":[0.9977936,0.00045093618,0.0006479981,0.00036297494,0.00067708286,0.0000674198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009006816,0.00007448556,0.00014597664,0.000061634506,0.0003826965,0.00026643797,0.00032666262,0.0002109007,0.00010016177],"category_scores_gemma":[0.0013060358,0.00006674265,0.00005257079,0.00020643382,0.0001811062,0.0030661568,0.000045582343,0.0006717847,0.000010125043],"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":[0.000049430048,0.0000888006,0.038110137,0.00021046029,0.000085217645,8.314476e-7,0.6713918,0.0007615445,0.0000096550275,0.22326463,0.063662864,0.0023646385],"study_design_scores_gemma":[0.0004208859,0.000020971776,0.0038109212,0.00018932729,0.000008301515,0.000015365336,0.07831771,0.0036767116,0.00000812733,0.0017310273,0.9116699,0.00013071802],"about_ca_topic_score_codex":0.00028748476,"about_ca_topic_score_gemma":0.0010909033,"teacher_disagreement_score":0.8480071,"about_ca_system_score_codex":0.000126388,"about_ca_system_score_gemma":0.00045705636,"threshold_uncertainty_score":0.31216004},"labels":[],"label_agreement":null},{"id":"W2052236247","doi":"10.1108/14779960480000245","title":"The implications of digital rights management for privacy and freedom of expression","year":2004,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":3,"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":"Promulgation; Digital rights management; Mainstream; Freedom of expression; Business; Digital rights; Function (biology); Control (management); Law and economics; Fundamental rights; Internet privacy; Political science; Human rights; Public relations; Law; Sociology; Computer science; Artificial intelligence","score_opus":0.03162526087319431,"score_gpt":0.30203130762865016,"score_spread":0.2704060467554559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052236247","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":[0.061696153,0.00064846734,0.8980434,0.023106655,0.00011170505,0.0006275122,0.000012710869,0.000017722037,0.015735675],"genre_scores_gemma":[0.9539115,0.001968402,0.044008683,0.00008883427,0.000003582812,0.0000039841734,0.0000038849194,9.910128e-7,0.000010143628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992349,0.000019803027,0.00048777246,0.000030937714,0.00017291319,0.000053630596],"domain_scores_gemma":[0.99852985,0.00035189115,0.00053251476,0.0002741218,0.00028887158,0.000022733811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010087634,0.00004375162,0.0000841379,0.000046912362,0.00019111269,0.00016329922,0.0005262869,0.000046911413,1.6277697e-7],"category_scores_gemma":[0.00006810959,0.00002832643,0.00005451561,0.00012477825,0.0001475354,0.0020795825,0.00025247727,0.00017046489,1.0791299e-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":[0.000007854268,0.000038795602,0.000092421535,0.00007008682,0.000016582986,1.1256642e-8,0.0138312,0.00014451797,0.0000084262665,0.9778966,0.00033386075,0.0075596585],"study_design_scores_gemma":[0.001376519,0.000083303814,0.0063095237,0.0002059298,0.000009753538,0.0000033890774,0.0019440894,0.0030463396,0.00033846064,0.9446102,0.041993715,0.00007880054],"about_ca_topic_score_codex":0.0000024206338,"about_ca_topic_score_gemma":0.0000031273944,"teacher_disagreement_score":0.8922154,"about_ca_system_score_codex":0.000021293466,"about_ca_system_score_gemma":0.000029000228,"threshold_uncertainty_score":0.15746981},"labels":[],"label_agreement":null},{"id":"W2067269499","doi":"10.1108/jices-01-2014-0004","title":"Young people online and the social value of privacy","year":2014,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Internet privacy; Value (mathematics); Information privacy; Context (archaeology); Negotiation; Public relations; Sociology; Political science; Computer science; Social science","score_opus":0.047027538336708925,"score_gpt":0.3880753225237928,"score_spread":0.34104778418708387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067269499","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":[0.91417027,0.0002927771,0.0011896809,0.076429434,0.00019849952,0.00014079532,0.0000044339276,0.0000071667328,0.007566953],"genre_scores_gemma":[0.98973966,0.0068547833,0.0020132803,0.0012787991,0.0000998019,0.0000010700678,0.0000030555518,0.0000015726033,0.000008009958],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99855363,0.0006235556,0.00042268005,0.000016749105,0.00030826786,0.00007510048],"domain_scores_gemma":[0.9971691,0.0018336223,0.0005003518,0.00008214104,0.00038044056,0.000034384488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00478565,0.000038003185,0.00013975205,0.000026742644,0.0005235435,0.000052183295,0.00022252176,0.0001582575,0.000004111547],"category_scores_gemma":[0.0025345208,0.000028756527,0.00006304601,0.00014493222,0.0007197006,0.00043245085,0.00006111042,0.0006389194,2.5519256e-7],"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":[0.000008454581,0.000009800485,0.004638565,0.00001881413,0.0000072514526,1.9100488e-9,0.64980555,0.0000046437835,0.0000012218951,0.34379876,0.0002729126,0.0014339937],"study_design_scores_gemma":[0.002716971,0.000035875197,0.0759388,0.0001097559,0.00004196646,0.0000038116664,0.7583901,0.0034636755,0.000014100485,0.08939797,0.06977357,0.00011338632],"about_ca_topic_score_codex":0.00057964417,"about_ca_topic_score_gemma":0.00035184124,"teacher_disagreement_score":0.2544008,"about_ca_system_score_codex":0.000037244234,"about_ca_system_score_gemma":0.00017382494,"threshold_uncertainty_score":0.40267262},"labels":[],"label_agreement":null},{"id":"W2109739833","doi":"10.1108/14779960910955909","title":"Are socially exclusive values embedded in the avatar creation interfaces of MMORPGs?","year":2009,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Digital Games and Media","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Avatar; Originality; Fantasy; Value (mathematics); Social media; Ideology; Aesthetics; Computer science; Sociology; Psychology; Social psychology; Human–computer interaction; Creativity; Art; World Wide Web; Artificial intelligence; Politics","score_opus":0.05780423327503285,"score_gpt":0.3923524502677042,"score_spread":0.33454821699267134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109739833","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":[0.700767,0.0013119485,0.0008720105,0.090649314,0.00018657823,0.00042572117,0.000007715054,0.00001531707,0.20576441],"genre_scores_gemma":[0.9883016,0.00748443,0.0014768599,0.0026401428,0.000026814778,0.0000011635145,0.0000042227466,0.0000011102103,0.000063659],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99868625,0.0003067808,0.0005215427,0.000023867951,0.00038376093,0.00007781041],"domain_scores_gemma":[0.9980458,0.00058490055,0.00089670555,0.00011217321,0.0003349636,0.000025435353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004247127,0.000047424845,0.00012806835,0.000058312497,0.0001232207,0.000105736835,0.00034679673,0.00014032201,0.000006805197],"category_scores_gemma":[0.001126412,0.00003616155,0.000061500716,0.00023444221,0.00026628163,0.0013469396,0.00002890408,0.0005799561,5.970228e-7],"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":[0.000020512183,0.000060835257,0.0012550458,0.000021559437,0.00000817889,1.1675409e-7,0.9234487,0.00013857742,0.000012668242,0.043022163,0.0011225876,0.030889077],"study_design_scores_gemma":[0.0007410611,0.0000833481,0.06145624,0.00039851252,0.000012085626,0.0000026008072,0.8537265,0.00042481872,0.0000707114,0.04197852,0.041007172,0.00009842127],"about_ca_topic_score_codex":0.000025079098,"about_ca_topic_score_gemma":0.00018123155,"teacher_disagreement_score":0.2875346,"about_ca_system_score_codex":0.0000565558,"about_ca_system_score_gemma":0.00019428768,"threshold_uncertainty_score":0.25196528},"labels":[],"label_agreement":null},{"id":"W2227324444","doi":"10.1108/jices-12-2016-0046","title":"Green IT practice disclosure","year":2017,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Green IT and Sustainability","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Sustainability; Originality; Green computing; Enabling; Portfolio; Content analysis; Categorization; Computer science; Taxonomy (biology); Knowledge management; Scope (computer science); Management science; Engineering ethics; Business; Sociology; Economics; Psychology; Engineering; Qualitative research; Social science","score_opus":0.03404909231673233,"score_gpt":0.33777072763876564,"score_spread":0.30372163532203333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2227324444","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":[0.4180999,0.0029195726,0.026200974,0.34075034,0.0008422609,0.0006102734,0.000017023527,0.00012431317,0.21043535],"genre_scores_gemma":[0.98924977,0.004607588,0.005330831,0.00076414546,0.000019404577,0.0000013157819,0.0000025518398,0.0000028919899,0.000021513462],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992845,0.00006462887,0.0003880295,0.00001716848,0.00017952605,0.000066113826],"domain_scores_gemma":[0.9985244,0.00031628407,0.00031590022,0.00035022217,0.00045709655,0.00003607375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029176532,0.00005130889,0.00009428211,0.000026433663,0.00029792148,0.00016553793,0.00032355599,0.00014664842,0.0000064047026],"category_scores_gemma":[0.00087418983,0.000046055786,0.000053826574,0.000038321425,0.000111769,0.0028634171,0.0000756786,0.0010679513,0.0000017380859],"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":[0.00012365075,0.00015333755,0.048695862,0.0017096726,0.000303526,0.000002653023,0.7354727,0.009945142,0.00003996701,0.060553152,0.044539437,0.09846094],"study_design_scores_gemma":[0.0022216535,0.00007096693,0.14302541,0.0003077304,0.000048211747,0.00007715532,0.11954014,0.065164946,0.000051895044,0.020516,0.6486296,0.0003462774],"about_ca_topic_score_codex":0.000043334625,"about_ca_topic_score_gemma":0.000037797377,"teacher_disagreement_score":0.6159325,"about_ca_system_score_codex":0.00007539886,"about_ca_system_score_gemma":0.000056222198,"threshold_uncertainty_score":0.46397763},"labels":[],"label_agreement":null},{"id":"W2346934870","doi":"10.1108/jices-06-2015-0021","title":"Investigating consumers’ reluctance to give up local hard drives after adopting the Cloud","year":2016,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Technology Adoption and User Behaviour","field":"Decision 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":"Toronto Metropolitan University","funders":"","keywords":"Cloud computing; Computer science; Originality; Content analysis; Perception; Internet privacy; Qualitative research; Psychology","score_opus":0.13052586349791312,"score_gpt":0.3950432932915646,"score_spread":0.2645174297936515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346934870","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":[0.7916139,0.00035007732,0.088448375,0.1187008,0.0003310113,0.00015323384,0.0000074719374,0.000025952962,0.00036919655],"genre_scores_gemma":[0.96422607,0.0010489158,0.027713366,0.006891773,0.000016433061,0.0000070241986,5.8670065e-7,0.0000034367117,0.00009239186],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975922,0.0003848097,0.0011158347,0.000076651784,0.0006989763,0.00013149825],"domain_scores_gemma":[0.99488395,0.0026001846,0.00091422186,0.00048460206,0.0010313921,0.00008561514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009419884,0.000090493915,0.0001712514,0.00013186068,0.00034908965,0.00017823534,0.0008042497,0.00024239942,0.000040959847],"category_scores_gemma":[0.0060953787,0.000049567876,0.00009896615,0.00047520158,0.00068576017,0.0013392954,0.0002704378,0.0011622361,0.000034768294],"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":[0.000105352105,0.00004754821,0.2927451,0.00002505436,0.000055458517,7.787922e-7,0.35566399,0.0002481491,0.0003340798,0.06273507,0.025398318,0.2626411],"study_design_scores_gemma":[0.0018730672,0.000096725875,0.55718714,0.00076351163,0.00002290175,0.000084011175,0.16977324,0.0014940476,0.00033226702,0.045304302,0.22274911,0.00031965823],"about_ca_topic_score_codex":0.0000070573747,"about_ca_topic_score_gemma":0.000027523707,"teacher_disagreement_score":0.26444206,"about_ca_system_score_codex":0.00008713765,"about_ca_system_score_gemma":0.00014663495,"threshold_uncertainty_score":0.7297178},"labels":[],"label_agreement":null},{"id":"W2778916562","doi":"10.1108/jices-04-2017-0021","title":"The political economy of human rights organizations’ codes of ethics","year":2017,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":3,"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 Victoria","funders":"","keywords":"Dignity; Transparency (behavior); Human rights; Politics; Ethical code; Originality; Economic Justice; Political science; Value (mathematics); Law; Law and economics; Sociology","score_opus":0.10437043651398799,"score_gpt":0.42635665569404957,"score_spread":0.3219862191800616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778916562","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03291725,0.00029646567,0.001553296,0.4643436,0.00021373559,0.00022871808,0.000017767563,0.000012777852,0.5004164],"genre_scores_gemma":[0.9968232,0.0007990872,0.00088878645,0.0014282501,0.0000432352,7.3712846e-7,0.000002768724,0.0000018810771,0.0000120866225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982944,0.00047259018,0.0007322992,0.000025915951,0.00034590048,0.00012890733],"domain_scores_gemma":[0.99355304,0.0032064486,0.0009762705,0.0003347821,0.0018483904,0.00008104361],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008010819,0.000050685518,0.00015184726,0.00003450718,0.0029963718,0.00014545942,0.00069432304,0.00037196433,0.0000070184747],"category_scores_gemma":[0.0053351736,0.000038931736,0.000072353745,0.00008907852,0.0027741715,0.0010256593,0.000114941926,0.0016349829,6.925904e-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":[0.0000035422645,0.000017820934,0.00063181936,0.000037222875,0.000013395781,1.4611345e-8,0.058454946,0.0000039254573,0.0000035101214,0.94065404,0.00013374227,0.000046041532],"study_design_scores_gemma":[0.00025914234,0.00002461037,0.0023534733,0.00010780577,0.000011421424,9.461009e-7,0.020294633,0.00011468213,0.0001799104,0.9560611,0.020544937,0.00004731315],"about_ca_topic_score_codex":0.00063459785,"about_ca_topic_score_gemma":0.00060691615,"teacher_disagreement_score":0.96390593,"about_ca_system_score_codex":0.00007376956,"about_ca_system_score_gemma":0.00052877376,"threshold_uncertainty_score":0.9999397},"labels":[],"label_agreement":null},{"id":"W2889863305","doi":"10.1108/jices-03-2018-0022","title":"The fabric of digital life","year":2018,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Metadata; Embodied cognition; Computer science; Context (archaeology); World Wide Web; Wearable computer; Framing (construction); Originality; Ubiquitous computing; Data science; Human–computer interaction; Engineering; Sociology; Artificial intelligence","score_opus":0.04137830623825369,"score_gpt":0.33445903072178634,"score_spread":0.2930807244835327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889863305","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":[0.1513344,0.0005305076,0.7517375,0.07502419,0.00062950485,0.00020042884,0.000002566418,0.00004965723,0.02049128],"genre_scores_gemma":[0.98755556,0.0007434326,0.010728311,0.00094492425,0.000014682831,9.2335404e-7,8.486282e-7,0.0000010617873,0.000010236369],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990963,0.000066240886,0.00055213994,0.000023043214,0.00020357124,0.00005875294],"domain_scores_gemma":[0.9971543,0.0005506313,0.00077003235,0.00028318874,0.0012265964,0.000015252538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021684538,0.000040370905,0.000073827694,0.000073334064,0.00025165174,0.00014669578,0.0006574239,0.000109771114,0.000001917067],"category_scores_gemma":[0.00092705805,0.000029075243,0.000040442585,0.00032844508,0.00042249344,0.002541217,0.00019378526,0.00079178833,0.000003818022],"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":[0.000019969671,0.000038524297,0.0013942538,0.000024523006,0.000047061712,5.0526953e-8,0.075060844,0.00002923461,0.00008568617,0.877555,0.006737175,0.039007675],"study_design_scores_gemma":[0.0033575634,0.0010173917,0.04461591,0.00058894104,0.000020743413,0.00023244764,0.06769526,0.16783449,0.005461717,0.32644737,0.38219982,0.0005283429],"about_ca_topic_score_codex":0.0000019744439,"about_ca_topic_score_gemma":0.000002918069,"teacher_disagreement_score":0.83622116,"about_ca_system_score_codex":0.000042303906,"about_ca_system_score_gemma":0.00012002405,"threshold_uncertainty_score":0.34399703},"labels":[],"label_agreement":null},{"id":"W2940334325","doi":"10.1108/jices-11-2018-0092","title":"“It would be pretty immoral to choose a random algorithm”","year":2019,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"Engineering and Physical Sciences Research Council","keywords":"Interpretability; Transparency (behavior); Unpacking; Computer science; Normative; Context (archaeology); Empirical research; Consistency (knowledge bases); Algorithm; Machine learning; Artificial intelligence; Data science; Mathematics; Epistemology","score_opus":0.0595740329901258,"score_gpt":0.4062387179236478,"score_spread":0.346664684933522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940334325","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":[0.11629167,0.00059043546,0.004199268,0.7637363,0.00066852896,0.0008695879,0.00001817072,0.000039507428,0.113586515],"genre_scores_gemma":[0.88735366,0.016571146,0.027636778,0.0678703,0.00012065349,0.000006075082,0.000011601034,0.000008507195,0.00042125996],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811786,0.00040546805,0.00060486415,0.000043844106,0.000658784,0.00016915808],"domain_scores_gemma":[0.9971262,0.00094564946,0.00045841027,0.00019934871,0.0011153629,0.0001549797],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011080074,0.000077294404,0.00020216827,0.00008078935,0.00050243543,0.00033326566,0.0004227744,0.0005737954,0.0000837102],"category_scores_gemma":[0.002114206,0.00007231439,0.00012560423,0.00031629563,0.0002177575,0.00228691,0.00010139262,0.0024934101,0.00001192292],"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":[0.00004882583,0.000040969597,0.00081794366,0.000033714477,0.00003203587,1.16696576e-7,0.9304235,0.00018380577,0.000007946024,0.040370278,0.011371421,0.016669441],"study_design_scores_gemma":[0.0030751459,0.0001291742,0.0048362236,0.00030642355,0.000019135674,0.000003731922,0.27463087,0.0023607924,0.00002375212,0.023736686,0.69060314,0.00027494802],"about_ca_topic_score_codex":0.0004172143,"about_ca_topic_score_gemma":0.00023589701,"teacher_disagreement_score":0.771062,"about_ca_system_score_codex":0.00017417985,"about_ca_system_score_gemma":0.00055869354,"threshold_uncertainty_score":0.9998079},"labels":[],"label_agreement":null},{"id":"W2952431389","doi":"10.1108/jices-06-2018-0059","title":"How hyped media and misleading editorials can influence impressions about Beall’s lists of “predatory” publications","year":2019,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Publishing; Originality; Value (mathematics); Deception; Impact factor; Scientific publishing; Library science; Computer science; Political science; Law","score_opus":0.39352014307942196,"score_gpt":0.5364223676103,"score_spread":0.14290222453087809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952431389","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":[0.96861666,0.0013792334,0.0013541597,0.025878498,0.000855616,0.00025585465,0.000057369212,0.000008781448,0.001593838],"genre_scores_gemma":[0.98556376,0.009136564,0.004809161,0.00033064853,0.000064693864,0.0000029630082,0.000007634993,0.0000029453101,0.00008161515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951102,0.0003527829,0.0011794153,0.00010073569,0.003091978,0.00016487525],"domain_scores_gemma":[0.9795012,0.010956596,0.0016102938,0.0006033548,0.0071189743,0.00020956932],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.028790414,0.00008317404,0.00027543743,0.004695624,0.00023649746,0.0014447899,0.0012843265,0.00027951717,0.000027717404],"category_scores_gemma":[0.05441743,0.000061874336,0.00008983593,0.01245334,0.0002890449,0.0035064556,0.00047759665,0.0011116,0.000002634232],"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":[0.00009680038,0.00032347406,0.55154175,0.00041088316,0.00014079285,3.2230372e-7,0.20241626,0.0011603853,0.008019672,0.06039451,0.09235715,0.08313802],"study_design_scores_gemma":[0.0024248436,0.00014794263,0.708376,0.00034976422,0.000018103714,0.000021732205,0.040640112,0.011234087,0.0008211095,0.024287995,0.21135876,0.00031958963],"about_ca_topic_score_codex":0.000039926534,"about_ca_topic_score_gemma":0.000024061972,"teacher_disagreement_score":0.16177616,"about_ca_system_score_codex":0.000084274994,"about_ca_system_score_gemma":0.00046812027,"threshold_uncertainty_score":0.9995918},"labels":[],"label_agreement":null},{"id":"W3184836400","doi":"10.1108/jices-09-2020-0101","title":"Security and privacy of adolescents in social applications and networks: legislative aspects and legal practice of countering cyberbullying on example of developed and developing countries","year":2021,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":4,"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":"Legislation; Developing country; Legislature; Originality; Cybercrime; State (computer science); Value (mathematics); Business; Public relations; Developed country; Political science; Internet privacy; Law; Economic growth; The Internet; Economics; Sociology; Computer science","score_opus":0.033471725200854896,"score_gpt":0.3151500351475365,"score_spread":0.2816783099466816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184836400","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":[0.79861677,0.0022618598,0.19262081,0.00502453,0.000058890182,0.00031998733,0.000004980912,0.000010513307,0.0010816546],"genre_scores_gemma":[0.95760566,0.013716271,0.028360419,0.0003015401,0.000008756031,0.0000025501731,0.0000019478596,0.000002104234,7.282305e-7],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989139,0.00016750152,0.0005739404,0.00006866525,0.00020350704,0.000072507275],"domain_scores_gemma":[0.9979843,0.0005568705,0.00072994095,0.00011411804,0.0005880054,0.000026795966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019683617,0.000070089314,0.00019110242,0.000080093305,0.0001742768,0.00009128457,0.00011622618,0.0001157328,2.2963316e-7],"category_scores_gemma":[0.000294694,0.00007220366,0.000016579923,0.00025991476,0.00017447669,0.0014215249,0.00022285541,0.0004943649,1.9425672e-8],"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":[0.0002217246,0.00017785322,0.01840568,0.0021391814,0.00014962742,0.0000016024794,0.49553448,0.00057564664,0.00054097996,0.4445415,0.00005934531,0.037652366],"study_design_scores_gemma":[0.017003912,0.00094156794,0.48839137,0.013707923,0.00018660197,0.0011680344,0.1593405,0.17691204,0.011323114,0.04311268,0.086188994,0.0017232485],"about_ca_topic_score_codex":0.00007710348,"about_ca_topic_score_gemma":0.00004974234,"teacher_disagreement_score":0.4699857,"about_ca_system_score_codex":0.00004285222,"about_ca_system_score_gemma":0.00018946486,"threshold_uncertainty_score":0.29443797},"labels":[],"label_agreement":null},{"id":"W3186597657","doi":"10.1108/jices-03-2021-0034","title":"Exploring the socio-cultural aspects of e-learning delivery in Saudi Arabia","year":2021,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":19,"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":"Thematic analysis; Social learning; Knowledge management; Qualitative research; Psychology; Sociology; Pedagogy; Computer science; Social science","score_opus":0.11615337062529701,"score_gpt":0.3654193996781074,"score_spread":0.24926602905281037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186597657","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":[0.96023554,0.00068448397,0.00011765238,0.027098143,0.00007777395,0.000045694105,4.2150623e-7,0.000006153754,0.011734159],"genre_scores_gemma":[0.96019614,0.036237895,0.003189969,0.00031448077,0.000033072218,0.0000013122668,0.0000035177457,0.0000016262211,0.000021994845],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844843,0.0006348966,0.00047282854,0.000025961437,0.000327224,0.000090677124],"domain_scores_gemma":[0.99789196,0.0009259107,0.0004438452,0.000089623514,0.0006233609,0.000025315296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049677584,0.000042165542,0.00011231359,0.000041248917,0.0004312437,0.000080650585,0.00019223029,0.00009643695,0.000013280402],"category_scores_gemma":[0.0015876306,0.000033520042,0.00007475466,0.00034301964,0.0001926952,0.0017196164,0.00007124153,0.0016322007,8.749501e-7],"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":[0.00001401707,0.000043961576,0.013011446,0.00008118976,0.000023341712,6.4287286e-7,0.8667171,0.0039017368,0.00008929213,0.07619094,0.00028962517,0.03963673],"study_design_scores_gemma":[0.0005168512,0.00002091462,0.02155743,0.0003107964,0.000009136831,0.000005699171,0.8850337,0.00092421676,0.000105382074,0.003520603,0.08791558,0.00007965656],"about_ca_topic_score_codex":0.00010027419,"about_ca_topic_score_gemma":0.0003952045,"teacher_disagreement_score":0.08762595,"about_ca_system_score_codex":0.00010600502,"about_ca_system_score_gemma":0.0005116258,"threshold_uncertainty_score":0.709119},"labels":[],"label_agreement":null},{"id":"W4226336902","doi":"10.1108/jices-12-2021-0125","title":"Critical care for the early web: ethical digital methods for archived youth data","year":2022,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Web Data Mining and Analysis","field":"Computer Science","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":"University of Toronto","funders":"","keywords":"Framing (construction); Context (archaeology); Originality; Indigenous; World Wide Web; Sociology; Computer science; Engineering; History; Social science; Qualitative research","score_opus":0.16258407231304436,"score_gpt":0.44689956027195255,"score_spread":0.28431548795890815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226336902","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":[0.00037821385,0.0004910501,0.96804684,0.03050138,0.00009204912,0.00010745563,0.00023384564,0.000009726265,0.00013940997],"genre_scores_gemma":[0.46462852,0.0004568638,0.53167206,0.0029865692,0.000025113053,0.000016618334,0.00020713662,0.0000030712843,0.000004074818],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872357,0.0003419409,0.0004947548,0.0000696159,0.00026969996,0.000100421625],"domain_scores_gemma":[0.9923709,0.006110807,0.0002887842,0.00072967954,0.00045873897,0.000041057974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008096554,0.000058228215,0.00012989904,0.00005433445,0.0008867902,0.0005009324,0.002017699,0.0000949633,0.0000014670491],"category_scores_gemma":[0.0032300656,0.000044345954,0.00011525401,0.00016352521,0.00014252478,0.0017043097,0.0011096399,0.0016462133,1.7426667e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006365157,0.000060182057,0.00021873109,0.00016879724,0.00011440925,7.354246e-8,0.5611068,0.001250166,0.00001139858,0.13956527,0.0041810134,0.2932595],"study_design_scores_gemma":[0.00081711734,0.00012879919,0.00033878785,0.000035065932,0.000050842973,0.000012272471,0.10112246,0.75461286,0.0000060107145,0.009964783,0.13279681,0.00011421721],"about_ca_topic_score_codex":0.000008931618,"about_ca_topic_score_gemma":0.0000035840178,"teacher_disagreement_score":0.75336266,"about_ca_system_score_codex":0.000040004048,"about_ca_system_score_gemma":0.00026106447,"threshold_uncertainty_score":0.7152069},"labels":[],"label_agreement":null},{"id":"W4385145267","doi":"10.1108/jices-05-2023-0070","title":"Privacy and anti-surveillance advocacy: the role/challenge of issue salience","year":2023,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Accountability; Transparency (behavior); Public relations; Political science; Salience (neuroscience); Sociology; Public administration; Law","score_opus":0.05269163754006838,"score_gpt":0.3640685940705614,"score_spread":0.311376956530493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385145267","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":[0.62865645,0.008316368,0.0033983486,0.32818738,0.00057941047,0.0008911861,0.00002829052,0.000097115844,0.02984548],"genre_scores_gemma":[0.904635,0.09404578,0.00085208856,0.0004155025,0.000034208635,0.000002478609,0.0000046653004,0.000001699711,0.000008552952],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869543,0.00038448002,0.00042980912,0.000035552664,0.0003603229,0.000094401636],"domain_scores_gemma":[0.9981401,0.0007364345,0.0004920519,0.00024674388,0.00034646716,0.00003823315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0078074792,0.00004887653,0.00011365891,0.000056275192,0.00053015037,0.00008459909,0.0005025652,0.00014594189,0.000009048772],"category_scores_gemma":[0.0021167777,0.000038612794,0.00004008522,0.00036957595,0.00043697807,0.0011748194,0.00026881203,0.0006881682,0.0000028327568],"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":[0.000019531051,0.000035626097,0.010333758,0.000116624586,0.000021250009,1.1074636e-7,0.90237886,0.00007931211,0.000036248577,0.05011464,0.0036909769,0.03317309],"study_design_scores_gemma":[0.00083232345,0.000066764165,0.05472656,0.00021564517,0.000010387464,0.000010033988,0.28723425,0.0049534603,0.000063145824,0.073504485,0.5782128,0.00017016794],"about_ca_topic_score_codex":0.0003335529,"about_ca_topic_score_gemma":0.00014744204,"teacher_disagreement_score":0.6151446,"about_ca_system_score_codex":0.00003501634,"about_ca_system_score_gemma":0.00018990872,"threshold_uncertainty_score":0.40775418},"labels":[],"label_agreement":null},{"id":"W4407155798","doi":"10.1108/jices-05-2024-0052","title":"The use of publicly available online texts in training AI: an ethical analysis of AI’s right to learn","year":2025,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Becton Dickinson (Canada)","funders":"","keywords":"Training (meteorology); Computer science; Artificial intelligence; Sociology","score_opus":0.17198059228321877,"score_gpt":0.45487963613434507,"score_spread":0.2828990438511263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407155798","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":[0.39201304,0.00039097265,0.0027152812,0.5954528,0.00014967893,0.00030232721,0.000025684592,0.000013042113,0.008937163],"genre_scores_gemma":[0.9745469,0.00651061,0.0041640797,0.014645004,0.000012100364,0.0000014185299,0.00001145615,0.000002141596,0.000106262305],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974474,0.00085970515,0.00097651914,0.00004456425,0.00053428055,0.00013754456],"domain_scores_gemma":[0.9941411,0.0029997425,0.0005650996,0.00025315376,0.0019627595,0.000078157245],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.015817784,0.000059467144,0.00026358524,0.00028799832,0.0005210388,0.00027338124,0.00048347327,0.0005063387,0.00001829815],"category_scores_gemma":[0.007754277,0.00004785155,0.00013319039,0.0016258936,0.0005496506,0.0018106251,0.00009129024,0.0028787705,3.0554662e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045846853,0.000113681934,0.009508707,0.000036684494,0.00018475592,6.224199e-8,0.6662878,0.0037891504,0.0000190841,0.3071586,0.0037057924,0.009149863],"study_design_scores_gemma":[0.0013718597,0.00018432441,0.071218766,0.0006375646,0.00021716685,6.23746e-7,0.3591169,0.034003507,0.00005638286,0.05337466,0.47954464,0.0002735903],"about_ca_topic_score_codex":0.002793137,"about_ca_topic_score_gemma":0.030763455,"teacher_disagreement_score":0.5825339,"about_ca_system_score_codex":0.00011859669,"about_ca_system_score_gemma":0.0011793525,"threshold_uncertainty_score":0.99942166},"labels":[],"label_agreement":null},{"id":"W4415722927","doi":"10.1108/jices-01-2025-0002","title":"Fairness in social machines: a systematic review","year":2025,"lang":"en","type":"article","venue":"Journal of Information Communication and Ethics in Society","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Normative; Categorization; Harm; Similarity (geometry); Context (archaeology); Frame (networking); Phenomenon","score_opus":0.05288696643618308,"score_gpt":0.4402067766339929,"score_spread":0.3873198101978098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415722927","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011155097,0.045510963,0.0031781364,0.7316977,0.00050408376,0.0019695174,0.000008705792,0.00005163127,0.20592418],"genre_scores_gemma":[0.74491274,0.22494407,0.0011678712,0.02878019,0.000036280187,0.000014962283,0.000005376214,0.0000035910589,0.00013490552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99758434,0.00091676094,0.00094934175,0.000030490077,0.00040525635,0.00011381022],"domain_scores_gemma":[0.9972068,0.001160292,0.0006222859,0.00012392699,0.00085001864,0.00003667394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015894318,0.00006390061,0.00032646913,0.00011205331,0.00057568296,0.00017229358,0.0003815244,0.00029650397,0.0000082849765],"category_scores_gemma":[0.005835056,0.000057415185,0.00011328246,0.0005883509,0.00026400347,0.0014150487,0.000067497,0.0014744716,0.0000011473549],"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":[0.0000072547327,0.000045934205,0.00061527226,0.03539034,0.000032569496,1.7899119e-7,0.38594785,0.000010503215,7.0198337e-7,0.57325494,0.004037637,0.00065678323],"study_design_scores_gemma":[0.0026430665,0.00005027476,0.0073790806,0.18655708,0.00020627896,0.000005483093,0.41181037,0.001341826,0.0000031260702,0.359404,0.030106954,0.0004924816],"about_ca_topic_score_codex":0.00031321187,"about_ca_topic_score_gemma":0.0006675196,"teacher_disagreement_score":0.7337577,"about_ca_system_score_codex":0.00022038787,"about_ca_system_score_gemma":0.0006270606,"threshold_uncertainty_score":0.69855285},"labels":[],"label_agreement":null}]}