{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":80,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":80,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e4d081fb5787","filters":{"venue":"Explorations in Media Ecology"}},"results":[{"id":"W2783093730","doi":"10.1386/eme.14.1-2.7_1","title":"Megamachines: From Mumford to Guattari","year":2015,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Deleuze and Guattari; Assemblage (archaeology); Humanism; Sociology; Urbanism; Dimension (graph theory); Aesthetics; Subjectivity; Architecture; Epistemology; Philosophy; Art; History; Archaeology; Visual arts; Theology","authors":[{"name":"Gary Genosko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09190754350981602,"gpt":0.2675797458394641,"spread":0.1756722023296481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001430079,0.0004750788,0.0002798602,0.002265796,0.006231601,0.007591199,0.0009294634,0.002587381,0.01118345],"category_scores_gemma":[0.002348507,0.0003245593,0.0001542869,0.001832276,0.02773716,0.009193312,0.004925396,0.003086107,0.001359178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008698752,"about_ca_system_score_gemma":0.001918804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243319,"about_ca_topic_score_gemma":0.01439654,"domain_scores_codex":[0.998588,0.0006713328,0.00002285458,0.000238751,0.000282181,0.000196854],"domain_scores_gemma":[0.9987281,0.000718303,0.00008745737,0.000167871,0.0001344649,0.0001637525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009995097,0.000004550734,0.0001383666,0.0000209823,7.007688e-7,0.00008695447,0.01524167,0.00004888722,0.00008248842,0.9695406,0.008106764,0.006718113],"study_design_scores_gemma":[0.000004232074,0.00002472759,0.0008820981,0.0002456265,0.000003308937,0.0003486442,0.01555486,0.0004685266,0.0004373821,0.185301,0.7967069,0.00002268696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09772757,0.02558543,0.02243727,0.07895514,0.001627505,0.00004938511,0.0001112138,0.0004104771,0.7730959],"genre_scores_gemma":[0.9369076,0.005563268,0.00311107,0.004966491,0.0005235068,0.00007816763,0.00004878049,0.0001911331,0.04861002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01243319,"threshold_uncertainty_score":0.06311411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312201964","doi":"10.1386/eme.10.3-4.303_1","title":"Time and Space on Skype: Families Experience Togetherness While Apart","year":2011,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Digital Games and Media","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Illusion; Space (punctuation); Voice over IP; Phenomenology (philosophy); The Internet; Internet privacy; Computer science; Multimedia; Sociology; Psychology; World Wide Web; Cognitive psychology; Epistemology","authors":[{"name":"Almond Pilar N. Aguila","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05541379834697442,"gpt":0.2903841859286189,"spread":0.2349703875816445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002840572,0.0007579766,0.0006967481,0.001436832,0.01604575,0.005520443,0.001185087,0.002238599,0.005128374],"category_scores_gemma":[0.005357701,0.0005541109,0.0006044905,0.001046136,0.01160182,0.00684904,0.007503863,0.003183782,0.0004538387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003066762,"about_ca_system_score_gemma":0.001713558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246781,"about_ca_topic_score_gemma":0.015231,"domain_scores_codex":[0.9972495,0.001863704,0.00005150062,0.0001622333,0.0002059231,0.0004671765],"domain_scores_gemma":[0.9972691,0.001629867,0.0002656281,0.00008197366,0.0001914049,0.0005619954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002667396,0.00001327487,0.001411744,0.00003618081,0.000006077679,0.001096807,0.9921684,0.00002097692,0.0002562751,0.001620477,0.0009384557,0.002404576],"study_design_scores_gemma":[0.000002681745,0.00002668524,0.001072256,0.00003633334,0.000005711684,0.0006811608,0.9852194,0.00002501179,0.00008763021,0.0004552795,0.01237461,0.0000131564],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646581,0.001717513,0.001808597,0.005691919,0.0002038188,0.00004203681,0.000105111,0.00004016739,0.02573276],"genre_scores_gemma":[0.9944107,0.0007588625,0.0003488658,0.0004905789,0.00002263905,0.0000300033,0.00002354268,0.00002093182,0.003893733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01604575,"threshold_uncertainty_score":0.02479047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083096974","doi":"10.1386/eme_00050_7","title":"Accountabilities of posthuman research","year":2020,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Posthuman; Performativity; Posthumanism; Sociology; Value (mathematics); Epistemology; Aesthetics; Art; Philosophy; Gender studies; Computer science","authors":[{"name":"Terrie Lynn Thompson","is_ca":false},{"name":"Catherine Adams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2246040758471472,"gpt":0.3898617059210799,"spread":0.1652576300739327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02985993,0.000859348,0.0005352838,0.004338407,0.005229109,0.01375724,0.002857172,0.004150769,0.006822653],"category_scores_gemma":[0.03296806,0.0004482737,0.0006532412,0.002217185,0.09547917,0.02099628,0.01290845,0.003961529,0.0005008378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006432292,"about_ca_system_score_gemma":0.003082662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002091785,"about_ca_topic_score_gemma":0.002007187,"domain_scores_codex":[0.9614803,0.02990884,0.0007359512,0.002894896,0.003324619,0.001655416],"domain_scores_gemma":[0.9462925,0.02803677,0.004045226,0.01668815,0.00346158,0.001475676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008089386,0.000005290134,0.0003126321,0.00002950729,0.000006661881,0.00004005294,0.006080771,0.000240231,0.00005767382,0.9913163,0.0003308051,0.001571892],"study_design_scores_gemma":[0.000005238434,0.000009754351,0.0004282546,0.00007722264,0.000008006488,0.000122912,0.004268014,0.001042434,0.0002520603,0.9610478,0.03272498,0.00001326603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08236069,0.006874596,0.1418184,0.05243014,0.0007339804,0.0002444331,0.000209601,0.0003819001,0.7149463],"genre_scores_gemma":[0.9828578,0.0006764865,0.009107653,0.001126243,0.0001917137,0.0001892651,0.0000512752,0.00007901053,0.005720527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9947709,"threshold_uncertainty_score":0.1579163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2330380428","doi":"10.1386/eme.14.1-2.39_1","title":"General systems theory and media ecology: Parallel disciplines that animate each other","year":2015,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Parallels; Cybernetics; Media ecology; Ecology; Systems theory; General theory; Ecological systems theory; Computer science; Sociology; Cognitive science; Biology; Artificial intelligence; Mathematics; Media studies; Psychology; Mathematical economics; Engineering","authors":[{"name":"Robert K. Logan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04656605278166077,"gpt":0.3093349368730562,"spread":0.2627688840913954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003720786,0.0005336837,0.0008510546,0.003130471,0.001420442,0.006669172,0.0008778764,0.002071358,0.003326266],"category_scores_gemma":[0.007198316,0.0004855572,0.000552248,0.002647489,0.01488934,0.01041489,0.005494525,0.002634554,0.0004056237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554501,"about_ca_system_score_gemma":0.002051607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971823,"about_ca_topic_score_gemma":0.001772802,"domain_scores_codex":[0.9973722,0.001568254,0.00007660269,0.0002126138,0.0005750922,0.0001953426],"domain_scores_gemma":[0.9892993,0.008173519,0.0006083469,0.0006820964,0.0007234485,0.0005134174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001293468,0.00001973375,0.0009646256,0.0001134231,0.00002840752,0.00009408173,0.00151828,0.004148727,0.0003109855,0.9787395,0.0006822043,0.01336724],"study_design_scores_gemma":[0.000007704347,0.00001321967,0.0006561864,0.00006144161,0.000008730602,0.00004457916,0.0006943481,0.005408166,0.0001060252,0.985428,0.007556857,0.00001474738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.1604545,0.02342813,0.5378135,0.05465228,0.0008147374,0.0002026358,0.0001467198,0.0004137304,0.2220739],"genre_scores_gemma":[0.9289275,0.009182819,0.05113607,0.002495888,0.0006839826,0.0001836515,0.00005861432,0.00005732858,0.007274052],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006669172,"threshold_uncertainty_score":0.01967764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315232366","doi":"10.1386/eme.1.1.13_1","title":"The Five Ages of Communication","year":2002,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario College of Art and Design; University of Toronto","funders":"","keywords":"Psychology","authors":[{"name":"Robert K. Logan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04826333317367775,"gpt":0.2584923102914202,"spread":0.2102289771177424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00628784,0.0005187555,0.0004198111,0.002985243,0.008181917,0.01501956,0.0008746127,0.003873641,0.01943261],"category_scores_gemma":[0.01166878,0.0004442292,0.0002817221,0.001779608,0.03079844,0.02440177,0.006730509,0.006421281,0.002163259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005514622,"about_ca_system_score_gemma":0.0048937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007077176,"about_ca_topic_score_gemma":0.006411504,"domain_scores_codex":[0.9956725,0.00241857,0.0001130825,0.0004353337,0.0006695068,0.0006909371],"domain_scores_gemma":[0.9932006,0.002460933,0.0005199442,0.0007896558,0.001413275,0.001615584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001930516,0.00001310283,0.0006277058,0.0000179717,0.000001624231,0.00003531278,0.01827368,0.00003872673,0.00006061598,0.9682492,0.003697909,0.008964701],"study_design_scores_gemma":[0.0000101916,0.00003222953,0.001921062,0.0002960477,0.000005158038,0.0001393714,0.03828321,0.0001786701,0.0001725008,0.5538375,0.4051034,0.00002062926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05355035,0.01180424,0.006935423,0.07895782,0.001052318,0.0000661481,0.0001986834,0.00008767739,0.8473473],"genre_scores_gemma":[0.9254808,0.005430211,0.002334182,0.004338832,0.0005260223,0.0001016378,0.00009186437,0.00007694662,0.06161947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01943261,"threshold_uncertainty_score":0.06500852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083188245","doi":"10.1386/eme_00047_1","title":"Interviewing Roomba: A posthuman study of humans and robot vacuum cleaners","year":2020,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Posthuman; Anthropocentrism; Interview; Phenomenology (philosophy); Heuristics; Robot; Sociology; Actor–network theory; Technoscience; Epistemology; Computer science; Aesthetics; Art; Ecology; Artificial intelligence; Social science; Philosophy; Anthropology; Biology","authors":[{"name":"Jennifer Gross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07945339463143895,"gpt":0.3083165941930372,"spread":0.2288631995615982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004863305,0.0004574228,0.0003297768,0.001267039,0.006724843,0.00279617,0.001174195,0.001488484,0.005057697],"category_scores_gemma":[0.007371912,0.000567789,0.0002483792,0.000801878,0.01111148,0.003798439,0.004130373,0.001871743,0.0005408682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776623,"about_ca_system_score_gemma":0.001418978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007717029,"about_ca_topic_score_gemma":0.01147572,"domain_scores_codex":[0.9954874,0.003650278,0.00005045836,0.0003163615,0.0001579382,0.0003375722],"domain_scores_gemma":[0.9911984,0.006546355,0.0007403038,0.0005717174,0.0005220247,0.0004212895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005976561,0.0001349813,0.003919192,0.0001030311,0.000007104767,0.0003404689,0.9824194,0.0001050632,0.003612578,0.003543363,0.000511625,0.005243353],"study_design_scores_gemma":[0.00001005688,0.0001368999,0.004119766,0.00008896412,0.00000644824,0.0002145008,0.9692026,0.0002452682,0.00177216,0.001660347,0.02251703,0.00002603354],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817893,0.000336656,0.007972014,0.0009769002,0.00003018647,0.0001549254,0.00008237837,0.00002888627,0.008628822],"genre_scores_gemma":[0.9940076,0.000202529,0.001790218,0.0003049089,0.00001038503,0.0001554814,0.0000295424,0.00001915353,0.003480245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007717029,"threshold_uncertainty_score":0.02571994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173420861","doi":"10.1386/eme_00084_1","title":"Patriarchy in play: Video games as gendered media ecologies","year":2021,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Digital Games and Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Harassment; Video game; Stalking; Surprise; Sociology; Mainstream; Social media; Media studies; Social psychology; Psychology; Political science; Law; Criminology; Multimedia","authors":[{"name":"Jennifer Jenson","is_ca":true},{"name":"Suzanne de Castell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0548853999626594,"gpt":0.3285562208926572,"spread":0.2736708209299978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001866406,0.0004625321,0.0002429943,0.001928102,0.006567099,0.01438866,0.001362346,0.001803191,0.004179661],"category_scores_gemma":[0.003992453,0.000381557,0.000278504,0.001214185,0.0405016,0.009072755,0.007574112,0.002451489,0.0004201444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002889999,"about_ca_system_score_gemma":0.001761668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007780006,"about_ca_topic_score_gemma":0.01102651,"domain_scores_codex":[0.9972343,0.001880668,0.00004422389,0.0001819552,0.0002922878,0.0003665316],"domain_scores_gemma":[0.9977063,0.001304446,0.0003526552,0.0001811274,0.0001767634,0.0002787588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003087267,0.00003036127,0.004573705,0.00007421148,0.000008085593,0.0007800632,0.5604706,0.0001241678,0.0004830587,0.416736,0.00131885,0.01537008],"study_design_scores_gemma":[0.00001896497,0.0001107252,0.01483557,0.0005287849,0.00002151991,0.001711771,0.6919379,0.0005544053,0.0007775879,0.1019163,0.1875466,0.00003989948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.347112,0.006964551,0.01924843,0.01624212,0.000428944,0.0001050284,0.00009808186,0.0000789345,0.609722],"genre_scores_gemma":[0.9879822,0.001477355,0.001218074,0.0005567343,0.000100615,0.00004408453,0.00001638116,0.00003795673,0.008566665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01438866,"threshold_uncertainty_score":0.02096856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320045720","doi":"10.1386/eme.12.3-4.159_1","title":"Mind and media: Exploring the Freud-McLuhan connection","year":2013,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Parallels; Unconscious mind; Psyche; Psychoanalysis; Subliminal stimuli; Philosophy; Epistemology; Sociology; Psychology; Social psychology","authors":[{"name":"Adriana Braga","is_ca":false},{"name":"Robert K. Logan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1076010124242977,"gpt":0.3239903554321082,"spread":0.2163893430078105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002725705,0.0003806371,0.0003571138,0.004202902,0.004082794,0.01072937,0.0008730573,0.002636315,0.003896192],"category_scores_gemma":[0.005918805,0.0002790816,0.0002383887,0.002219276,0.02651321,0.01364633,0.006221248,0.002684527,0.0002481844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002899894,"about_ca_system_score_gemma":0.001051211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00259631,"about_ca_topic_score_gemma":0.002540931,"domain_scores_codex":[0.9983758,0.001156079,0.00002553158,0.0001244182,0.0001915016,0.0001266264],"domain_scores_gemma":[0.994799,0.004311215,0.0003307781,0.0001847805,0.0002116899,0.0001625268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002817518,0.00002215785,0.0009363452,0.00006578158,0.000007041423,0.0003050415,0.07243607,0.0001071182,0.0001930928,0.9164768,0.001217033,0.008205323],"study_design_scores_gemma":[0.00001759628,0.00003618505,0.002646308,0.0003945137,0.00001364587,0.0005417464,0.09116702,0.0007644776,0.0003375394,0.8054048,0.09863815,0.00003787759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3241661,0.0383659,0.02418182,0.1317676,0.001141006,0.00005818482,0.000101135,0.0001065951,0.4801116],"genre_scores_gemma":[0.9893759,0.003511819,0.00209114,0.001665645,0.0003094839,0.00002691825,0.000009085028,0.00002458335,0.002985419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01072937,"threshold_uncertainty_score":0.02104032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2333139505","doi":"10.1386/eme.10.3-4.347_1","title":"Is the Internet the New Temple? McLuhan Looks at Religion Looks at McLuhan","year":2011,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Mennonite University; University of Manitoba","funders":"","keywords":"Premise; Exposition (narrative); Proposition; Sociology; The Internet; Media studies; Philosophy; Art; Epistemology; Literature; Computer science; World Wide Web","authors":[{"name":"Ryszard J. Osicki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1502082611710168,"gpt":0.3458900444402041,"spread":0.1956817832691873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080045,0.0001545584,0.0001064781,0.0008913174,0.00621524,0.006777678,0.0004333679,0.001436628,0.008639766],"category_scores_gemma":[0.002061422,0.000111622,0.0001006665,0.00100451,0.006069873,0.007444806,0.002012599,0.00258801,0.001287251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005189161,"about_ca_system_score_gemma":0.002828835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0464757,"about_ca_topic_score_gemma":0.08375905,"domain_scores_codex":[0.9993086,0.0003772876,0.000007737024,0.00004711871,0.000163894,0.00009539415],"domain_scores_gemma":[0.9988708,0.000494914,0.00008606492,0.0000550078,0.0002106863,0.0002825178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003728446,0.00004824442,0.002823613,0.000163697,0.00001081892,0.0003594583,0.04849116,0.0001250609,0.0008002113,0.6257647,0.2405387,0.08083704],"study_design_scores_gemma":[0.000003577224,0.00001224679,0.001098974,0.0002264256,0.000003957327,0.0000946721,0.02315171,0.00006145603,0.0002626505,0.03132119,0.9437528,0.00001033768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03815923,0.0540043,0.002374852,0.5368943,0.002228878,0.00001364532,0.00008064687,0.00009579273,0.3661483],"genre_scores_gemma":[0.7294637,0.03493803,0.001329766,0.0382549,0.001665983,0.00002462666,0.00002924503,0.00009940563,0.1941944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0464757,"threshold_uncertainty_score":0.09241039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013775764","doi":"10.1386/eme_00024_1","title":"The hardware and software of Trumpism: A figure/ground analysis","year":2020,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Reductionism; Salient; Sociology; Rationality; Commodification; Agency (philosophy); Common ground; Figure–ground; Social media; Media studies; Epistemology; Computer science; Political science; Social science; Economics; Law; Artificial intelligence; Communication; Philosophy","authors":[{"name":"Andrey Miroshnichenko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05934659967455388,"gpt":0.3158992310119618,"spread":0.256552631337408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005744788,0.0005477742,0.0005387946,0.004303168,0.004811983,0.008999069,0.001891013,0.002070571,0.01006102],"category_scores_gemma":[0.01704744,0.0005444553,0.0007531719,0.002605741,0.04994345,0.01580036,0.006811469,0.003782464,0.001127863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003783681,"about_ca_system_score_gemma":0.002304067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002256081,"about_ca_topic_score_gemma":0.002067612,"domain_scores_codex":[0.9947377,0.002925988,0.0001402831,0.0006874251,0.001072535,0.0004360366],"domain_scores_gemma":[0.9913926,0.004895133,0.0008855637,0.00162508,0.0008746433,0.0003269775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001204152,0.000006961309,0.0004526991,0.00002771894,0.000003165036,0.00006370514,0.008991815,0.0001315486,0.00009558597,0.9831212,0.001054898,0.006038728],"study_design_scores_gemma":[0.000014034,0.00002891651,0.0008601879,0.0001419513,0.00001034424,0.0001653602,0.0118394,0.001929703,0.0006061862,0.9237853,0.06059367,0.00002483469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09529274,0.001749789,0.340918,0.0259586,0.0008220623,0.000198561,0.0002109328,0.0004600412,0.5343893],"genre_scores_gemma":[0.9384864,0.0005187489,0.04767467,0.0008433602,0.0001812734,0.0001480046,0.00007502836,0.0003455001,0.01172713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01006102,"threshold_uncertainty_score":0.03365749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083314989","doi":"10.1386/eme_00044_2","title":"Interviews with digital objects: A Special Issue on speaking with the digital","year":2020,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Computer graphics (images)","authors":[{"name":"Catherine Adams","is_ca":true},{"name":"Terrie Lynn Thompson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03114287051741238,"gpt":0.2559237651563702,"spread":0.2247808946389578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01117774,0.001303398,0.001207773,0.002532535,0.01714421,0.01183879,0.001505692,0.006382542,0.0155243],"category_scores_gemma":[0.02836109,0.0009670919,0.0004752446,0.004595868,0.008660751,0.01666898,0.01232836,0.00839337,0.00256084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003509764,"about_ca_system_score_gemma":0.003172699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003943436,"about_ca_topic_score_gemma":0.008178988,"domain_scores_codex":[0.9861077,0.01065806,0.0004048735,0.0005128694,0.0009321417,0.001384339],"domain_scores_gemma":[0.9537401,0.04021448,0.001495329,0.0005430644,0.001331644,0.002675461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003228748,0.00005925006,0.0008644082,0.0002334138,0.000003950337,0.0005691687,0.9791779,0.00001814945,0.0007846681,0.002459341,0.009420236,0.006377331],"study_design_scores_gemma":[0.000003395128,0.00001652742,0.001108783,0.0003171178,0.000001801633,0.0001566103,0.93287,0.00002203597,0.0002071483,0.000485414,0.06479577,0.00001535724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6673281,0.02432548,0.008093076,0.09203524,0.01308851,0.0006859847,0.001531718,0.0001773144,0.1927346],"genre_scores_gemma":[0.8792763,0.02060568,0.002616859,0.01778215,0.003432439,0.001241372,0.0009620332,0.0008076286,0.07327551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9828558,"threshold_uncertainty_score":0.05911422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082998960","doi":"10.1386/eme_00045_1","title":"Interviewing the musical sample","year":2020,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Musical; Sample (material); Interview; Digital audio; Music technology; Improvisation; Active listening; Creativity; Heuristics; Embodied cognition; Psychology; Visual arts; Sociology; Aesthetics; Computer science; Art; Communication; Social psychology; Music education","authors":[{"name":"Sean Groten","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1433546476632116,"gpt":0.2517416705367093,"spread":0.1083870228734977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004329689,0.0004851507,0.0005176851,0.001996601,0.005957165,0.003856686,0.001119658,0.001461815,0.009192157],"category_scores_gemma":[0.01091549,0.0004443437,0.0002452317,0.001568394,0.005032142,0.002421529,0.004641608,0.002684413,0.001737514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002477487,"about_ca_system_score_gemma":0.002279809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005432374,"about_ca_topic_score_gemma":0.007283477,"domain_scores_codex":[0.996274,0.002407107,0.0001936988,0.0003325359,0.0003761649,0.0004165592],"domain_scores_gemma":[0.9960191,0.002336384,0.0002223861,0.000301876,0.0005546417,0.0005657098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000914415,0.0001196706,0.00399115,0.0001089811,0.000005475309,0.001382152,0.9606853,0.0001161772,0.007143623,0.006036385,0.003617577,0.01670198],"study_design_scores_gemma":[0.00001467973,0.0001138374,0.001781978,0.00008787473,0.000004615521,0.0004221617,0.9247593,0.0003993289,0.00110572,0.001781388,0.0695101,0.00001910207],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323533,0.0004790396,0.01506732,0.00489936,0.0002947334,0.00223915,0.0007280762,0.00007533753,0.04386369],"genre_scores_gemma":[0.9635385,0.0007607575,0.01110172,0.001632673,0.0001017779,0.002188705,0.00027678,0.00005310072,0.02034583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009192157,"threshold_uncertainty_score":0.03075087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802573729","doi":"10.1386/eme.17.1.45_1","title":"Whither the school in the age of the algorithm?","year":2018,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Algorithm","authors":[{"name":"Catherine Adams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02715697859537419,"gpt":0.2767510264055448,"spread":0.2495940478101706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004729707,0.0005006529,0.0006339557,0.0009985104,0.005471068,0.01093175,0.000928744,0.002938424,0.02691464],"category_scores_gemma":[0.02445266,0.0003531816,0.0003655271,0.0012227,0.0158627,0.03249149,0.004908891,0.005893119,0.004692462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002567339,"about_ca_system_score_gemma":0.003059439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004603996,"about_ca_topic_score_gemma":0.004401168,"domain_scores_codex":[0.9975715,0.001525387,0.00004377978,0.0003484929,0.0002647089,0.0002461313],"domain_scores_gemma":[0.9926313,0.004213319,0.0004288091,0.0008452683,0.000932323,0.0009490075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001014159,0.00006732185,0.001918052,0.00007512551,0.00001303764,0.00007572982,0.01129562,0.0006598098,0.0002845446,0.9183791,0.02212512,0.04500504],"study_design_scores_gemma":[0.0000287487,0.00005160725,0.000516154,0.0002171779,0.00001688792,0.0001034112,0.01501645,0.001961063,0.0006060678,0.7401245,0.241326,0.00003194015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.105014,0.01035364,0.1101489,0.2893116,0.003661678,0.00006954451,0.0001382061,0.0007150412,0.4805875],"genre_scores_gemma":[0.8929916,0.003813132,0.0220585,0.008460109,0.0008279992,0.00007936547,0.00006861968,0.0008172214,0.07088344],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02691464,"threshold_uncertainty_score":0.09003842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174462820","doi":"10.1386/eme_00081_1","title":"Susanne Langer, Marshall McLuhan and media ecology: Feminist principles in humanist projects","year":2021,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg","funders":"","keywords":"Scholarship; Conversation; Sociology; Humanism; Ontology; Metaphor; Reading (process); Feminism; Epistemology; Feeling; Philosophy; Communication; Gender studies; Law; Linguistics; Political science","authors":[{"name":"Jaqueline McLeod Rogers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0676585751475668,"gpt":0.2563908930458311,"spread":0.1887323178982643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003703192,0.0004566029,0.0002403592,0.001511961,0.007878663,0.008625797,0.0009929271,0.003806918,0.006432776],"category_scores_gemma":[0.005205838,0.0003322658,0.0001750709,0.001154678,0.03073045,0.01073085,0.004173485,0.005301015,0.0009264898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004005461,"about_ca_system_score_gemma":0.003006753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00383435,"about_ca_topic_score_gemma":0.007317062,"domain_scores_codex":[0.9967033,0.002295537,0.00005287194,0.0003108692,0.0004860405,0.0001512962],"domain_scores_gemma":[0.995381,0.003604039,0.000254885,0.0001633358,0.0002878077,0.000308881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001138732,0.00001891805,0.0002411639,0.00006353608,0.000002249465,0.00008386315,0.02598668,0.00008334196,0.000115695,0.9362226,0.025179,0.01199149],"study_design_scores_gemma":[0.00000946183,0.00001712939,0.0003151011,0.0003342438,0.000003261748,0.0002076646,0.02805529,0.0002027875,0.0003389082,0.4292856,0.541205,0.00002559173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02488619,0.04575971,0.02014607,0.6557078,0.002010159,0.00005035258,0.00006131156,0.0001051415,0.2512732],"genre_scores_gemma":[0.7796856,0.02287609,0.01864511,0.05919893,0.002418702,0.0003496104,0.00003687419,0.0002252803,0.1165638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9921213,"threshold_uncertainty_score":0.02906179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2600733014","doi":"10.1386/eme.9.3.169_1","title":"mCommunication The Emergence of Mobile Communication within the Media Ecosystem","year":2010,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Digital Games and Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Ecosystem; Mobile media; Media studies; Computer science; Ecology; World Wide Web; Sociology; Biology","authors":[{"name":"Robert K. Logan","is_ca":true},{"name":"Carlos Alberto Scolari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03215025633742998,"gpt":0.3165839188160699,"spread":0.2844336624786399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007990592,0.0002563611,0.0002316376,0.001301299,0.002985563,0.007566968,0.0006685102,0.001576351,0.008367387],"category_scores_gemma":[0.003231945,0.0002340039,0.0003537789,0.00107116,0.007964315,0.007438407,0.00405449,0.001793724,0.001078568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800634,"about_ca_system_score_gemma":0.001014659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002319684,"about_ca_topic_score_gemma":0.002251827,"domain_scores_codex":[0.9987914,0.0005349314,0.0000367548,0.0002046869,0.0002683196,0.0001638651],"domain_scores_gemma":[0.9977697,0.0009935095,0.0003204057,0.00037662,0.0003017273,0.0002379941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001798254,0.00001872313,0.002046901,0.00006548578,0.000006806025,0.0004861552,0.004631806,0.0006078087,0.001388626,0.96213,0.00228401,0.02631575],"study_design_scores_gemma":[0.00002666011,0.00006309048,0.007095515,0.0002868226,0.00002866785,0.001668035,0.0100241,0.01048464,0.002765608,0.5973881,0.3701181,0.00005065036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1287073,0.003491066,0.1089516,0.01653581,0.0008308598,0.000116303,0.0001363269,0.0002029565,0.7410277],"genre_scores_gemma":[0.9517015,0.001633853,0.01404544,0.001109475,0.0006803543,0.0001068456,0.00005705845,0.00006516323,0.03060033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008367387,"threshold_uncertainty_score":0.02799171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945863000","doi":"10.1386/eme.18.1-2.97_1","title":"Awareness, involvement and detachment: Understanding McLuhan’s notions of the subliminal, Narcissus narcosis, figure/ground and the anti-environment","year":2019,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Subliminal stimuli; Narcissus; Psychoanalysis; Sociology; Philosophy; Aesthetics; Art history; Psychology; Art; Social psychology; Biology","authors":[{"name":"Robert K. Logan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0790099132787737,"gpt":0.3052646567418402,"spread":0.2262547434630665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004749374,0.0006353559,0.0003619632,0.002268868,0.00566653,0.00931725,0.001666289,0.003733429,0.002704032],"category_scores_gemma":[0.004966381,0.0003224045,0.0004030208,0.001186221,0.05902578,0.01358226,0.007705321,0.006146545,0.0003516129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004756717,"about_ca_system_score_gemma":0.002704832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005590726,"about_ca_topic_score_gemma":0.005786701,"domain_scores_codex":[0.9958615,0.002908001,0.00009729173,0.0003311705,0.000509331,0.0002927625],"domain_scores_gemma":[0.9956032,0.002885462,0.0004665646,0.0002840085,0.0003745564,0.0003862185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001597277,0.00002697041,0.0003565585,0.00003927298,0.00000469461,0.00009722957,0.07703783,0.0000915908,0.0001861173,0.9166536,0.001358764,0.004131391],"study_design_scores_gemma":[0.00002553101,0.0000353958,0.001041977,0.000135444,0.000008565874,0.0001925546,0.03241594,0.0005441004,0.0003127154,0.896021,0.0692353,0.00003140084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1334594,0.01172758,0.06627615,0.1751596,0.001015246,0.0001011987,0.00005800037,0.0001369277,0.612066],"genre_scores_gemma":[0.9811975,0.001138831,0.004564898,0.005281281,0.0002122552,0.00007596893,0.000008697997,0.00003276347,0.007487838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00931725,"threshold_uncertainty_score":0.03451258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315269004","doi":"10.1386/eme.10.3-4.247_1","title":"The Body Electric: Notions of Self and Identity in the Age of Virtual Reality","year":2011,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Digital Games and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Humanity; Identity (music); Sociology; Virtual reality; Social reality; Self; Epistemology; Physical body; Human body; Aesthetics; Philosophy; Social science; Computer science; Human–computer interaction","authors":[{"name":"Robert B. Scott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04950615457392409,"gpt":0.3300136743650459,"spread":0.2805075197911218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002651125,0.0004583524,0.0002767837,0.001879,0.004355753,0.009846156,0.0008629782,0.002425677,0.002754135],"category_scores_gemma":[0.004284475,0.0001796638,0.0001941119,0.001170215,0.03578423,0.01167272,0.006081729,0.004116563,0.0003859413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526119,"about_ca_system_score_gemma":0.001509879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002854317,"about_ca_topic_score_gemma":0.002019024,"domain_scores_codex":[0.9971678,0.002137806,0.00005255576,0.0001503897,0.0003343011,0.0001572775],"domain_scores_gemma":[0.9982526,0.001132828,0.000162473,0.0001149135,0.0001312756,0.0002059567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008473333,0.0000044219,0.0001569439,0.00001756519,0.000001093995,0.0000415781,0.02701788,0.00004166777,0.00004970897,0.966673,0.0009887331,0.004999069],"study_design_scores_gemma":[0.000009812612,0.00004180532,0.0007468773,0.0003881406,0.000005528682,0.0004034174,0.04971659,0.0003378159,0.0001759395,0.6910911,0.2570635,0.00001950637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07673,0.0646983,0.04414518,0.0858444,0.002664937,0.00004710162,0.00006170754,0.00007691802,0.7257314],"genre_scores_gemma":[0.9552639,0.01397122,0.003991664,0.004785064,0.001201331,0.00006845791,0.00002453676,0.00005154372,0.02064235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009846156,"threshold_uncertainty_score":0.01832837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324273884","doi":"10.1386/eme.11.1.73_1","title":"A phenomenology of the podcast lecture","year":2012,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Active listening; Phenomenology (philosophy); Mobile device; Note-taking; Hermeneutic phenomenology; Psychology; Multimedia; Pedagogy; Sociology; Lived experience; Mathematics education; Computer science; World Wide Web; Epistemology; Communication; Psychoanalysis; Philosophy","authors":[{"name":"Peggy Jubien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0398810902890045,"gpt":0.2971452652703857,"spread":0.2572641749813812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003746724,0.0004723883,0.0004812507,0.001184929,0.009740036,0.008422912,0.001659954,0.002233943,0.004254098],"category_scores_gemma":[0.008971551,0.0003650728,0.0005154681,0.001211152,0.02386211,0.006197549,0.006313476,0.004935264,0.0004659511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004553405,"about_ca_system_score_gemma":0.002718293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004167388,"about_ca_topic_score_gemma":0.00424417,"domain_scores_codex":[0.9947479,0.003988982,0.0001041255,0.0002849433,0.0004415061,0.0004325292],"domain_scores_gemma":[0.9941517,0.0040878,0.0002664776,0.0004468993,0.0002281598,0.0008189198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000665273,0.00007881581,0.000794929,0.0001470666,0.000003876166,0.00100187,0.898743,0.0002301468,0.001069756,0.08859009,0.00238151,0.006892498],"study_design_scores_gemma":[0.0000289033,0.0001027962,0.00110013,0.0004251668,0.000009745358,0.001223265,0.8008562,0.0004126698,0.0007006156,0.01861735,0.1764809,0.00004230733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6637839,0.005052587,0.05247122,0.0211524,0.002272003,0.0009054018,0.0003803004,0.0002986527,0.2536835],"genre_scores_gemma":[0.9823326,0.001011888,0.002466607,0.0007882314,0.0001563279,0.0002016096,0.00004657856,0.00005109515,0.01294506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009740036,"threshold_uncertainty_score":0.03303742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083143790","doi":"10.1386/eme_00049_1","title":"Seeking reality through the unreal: Interviewing high-fidelity human patient simulation in undergraduate nursing education","year":2020,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Cognitive reframing; Posthuman; Interview; Fidelity; Medical education; Psychology; Affect (linguistics); Nursing; Medicine; Sociology; Computer science; Social psychology","authors":[{"name":"Gillian Lemermeyer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1641254812130253,"gpt":0.4385059697504311,"spread":0.2743804885374058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008891792,0.0004612428,0.0003733456,0.0008616167,0.002828847,0.004337622,0.001252188,0.001767764,0.00314244],"category_scores_gemma":[0.02676596,0.0004017795,0.0004132986,0.0003289805,0.005815814,0.002927081,0.005123206,0.002018774,0.0005942519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324382,"about_ca_system_score_gemma":0.00151424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256012,"about_ca_topic_score_gemma":0.002322408,"domain_scores_codex":[0.9899328,0.008617626,0.0001818034,0.0003291503,0.0004660215,0.0004725678],"domain_scores_gemma":[0.9812855,0.01537955,0.001110917,0.0007462687,0.000542826,0.0009349582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001673854,0.0004020665,0.01700424,0.0002272978,0.00002670165,0.001053272,0.9522118,0.002593976,0.004977814,0.004182863,0.001014974,0.0161377],"study_design_scores_gemma":[0.00002516224,0.0005884246,0.00659976,0.000259982,0.00001769991,0.001262993,0.959234,0.005632461,0.002619067,0.003679355,0.01997113,0.0001100086],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824672,0.000110055,0.01090143,0.0009878024,0.00003409033,0.0001323631,0.00004503745,0.00002947575,0.005292497],"genre_scores_gemma":[0.9935445,0.0001687737,0.004446727,0.0002740469,0.00001020064,0.0001031226,0.000031667,0.00001291361,0.001408109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008891792,"threshold_uncertainty_score":0.04702485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327899963","doi":"10.1386/eme.14.3-4.305_1","title":"The media literacy movement’s debt to Marshall McLuhan","year":2015,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Media literacy; Curriculum; Literacy; Subject (documents); Sociology; Media ecology; Media relations; Media studies; New media; Public relations; Political science; Pedagogy; Law; Library science; Computer science","authors":[{"name":"Alex Kuskis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.067278986439438,"gpt":0.2900355313281083,"spread":0.2227565448886703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006734214,0.0005385774,0.0004993625,0.001417908,0.008548073,0.01318186,0.00125152,0.009026824,0.009573436],"category_scores_gemma":[0.01632171,0.0004073869,0.0002883273,0.0008782136,0.02082996,0.01231953,0.006431578,0.01888153,0.002335835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007040632,"about_ca_system_score_gemma":0.008950605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02002537,"about_ca_topic_score_gemma":0.02079541,"domain_scores_codex":[0.9944727,0.002759703,0.0001535781,0.0008817149,0.001305944,0.0004264097],"domain_scores_gemma":[0.9831113,0.01120256,0.000630896,0.000678798,0.001553514,0.00282298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001808846,0.00003864915,0.0002241389,0.00005076858,0.000004438796,0.00007128897,0.003781083,0.00004084867,0.00008482246,0.2486424,0.7323865,0.01465695],"study_design_scores_gemma":[0.000008500823,0.000006727334,0.0001847917,0.0002016675,0.000001840867,0.00005380921,0.001502302,0.00008153653,0.00008421508,0.03708073,0.9607792,0.00001451268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008406082,0.007601559,0.0003014326,0.9700755,0.003589447,0.000004265438,0.00001604339,0.00002504872,0.01754606],"genre_scores_gemma":[0.1239588,0.01645724,0.00231284,0.6594537,0.02605798,0.0001154744,0.00004769357,0.0002909751,0.1713054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02002537,"threshold_uncertainty_score":0.05108362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320924474","doi":"10.1386/eme.13.1.37_1","title":"As much through manner as through matter: The ‘Postmanist’ approach to social research","year":2014,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ideology; Style (visual arts); Sociology; Order (exchange); Social media; Media studies; Mosaic; Epistemology; Aesthetics; Philosophy; Literature; Computer science; Art; Visual arts; World Wide Web; Law; Political science; Politics","authors":[{"name":"Ellen Cronan Rose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1951655582884253,"gpt":0.4594396505330047,"spread":0.2642740922445794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02201936,0.0006046685,0.0005091495,0.002910144,0.008870756,0.01762447,0.001758072,0.003854223,0.0033037],"category_scores_gemma":[0.0174899,0.0004843546,0.0003665336,0.001803859,0.1024745,0.02221269,0.005628439,0.007568561,0.0005246784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007519145,"about_ca_system_score_gemma":0.006253198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851274,"about_ca_topic_score_gemma":0.003822978,"domain_scores_codex":[0.9781521,0.01869432,0.0002423643,0.001097606,0.001391789,0.000421753],"domain_scores_gemma":[0.9822338,0.01277032,0.0008956275,0.002129745,0.001334095,0.0006363154],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003559107,0.000005090019,0.00005547552,0.00001008896,0.000001515222,0.00001214848,0.009060783,0.00003159664,0.0000318448,0.9880421,0.0009494036,0.001796495],"study_design_scores_gemma":[0.00000723067,0.00001708282,0.0001127734,0.00007708486,0.00000480263,0.0000521847,0.006205237,0.0003633196,0.0001224691,0.9151613,0.07786915,0.000007462872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03811014,0.01182825,0.1627488,0.3101052,0.003139427,0.0001571626,0.00007072217,0.0002029972,0.4736373],"genre_scores_gemma":[0.9314279,0.00340271,0.02620107,0.01229666,0.002208768,0.0003529974,0.00002745191,0.0002007696,0.02388158],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9911292,"threshold_uncertainty_score":0.116451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313331134","doi":"10.1386/eme_00141_1","title":"A world without walls and an electronic culture without limit","year":2022,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Digital Media and Philosophy","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Technocracy; Sociology; Subjectivity; Political subjectivity; Politics; Tribalism; Nationalism; Leverage (statistics); Disinformation; Media studies; Authoritarianism; Democracy; Epistemology; Social media; Environmental ethics; Social science; Political science; Law","authors":[{"name":"Jeffrey Meyers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02254259261160776,"gpt":0.2671212238868044,"spread":0.2445786312751966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002001383,0.0003788648,0.0002511183,0.001606281,0.007551117,0.01718402,0.0006249633,0.00213763,0.009107404],"category_scores_gemma":[0.004038227,0.0002902604,0.0002818287,0.001183015,0.03590332,0.02400524,0.009005007,0.003372254,0.001574211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002823018,"about_ca_system_score_gemma":0.002891181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002930788,"about_ca_topic_score_gemma":0.002799342,"domain_scores_codex":[0.9977794,0.001162228,0.00006168392,0.0002426103,0.0005075004,0.0002464925],"domain_scores_gemma":[0.9978117,0.001132038,0.0001810289,0.0004107521,0.0002156381,0.0002487626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000057393,0.000006089763,0.000120333,0.00001488606,0.000001110966,0.00003685593,0.00428902,0.00006111619,0.00008718205,0.9886026,0.0022169,0.004558137],"study_design_scores_gemma":[0.00001111364,0.00002337664,0.0003346385,0.0002305894,0.000004223283,0.0001727863,0.01178084,0.0004262549,0.0003491462,0.5425238,0.4441238,0.00001953102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04738448,0.005878586,0.0241374,0.05838904,0.001178828,0.00003915445,0.00006255872,0.0001388125,0.8627912],"genre_scores_gemma":[0.8952412,0.004877922,0.01018406,0.007619468,0.0009124798,0.0001500501,0.00005927489,0.0001797715,0.08077581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01718402,"threshold_uncertainty_score":0.03046733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4328053733","doi":"10.1386/eme_00153_7","title":"Four laws of Microsoft Teams","year":2023,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Obsolescence; Globe; Sociology; Feeling; Social connectedness; Pedagogy; Mathematics education; Psychology; Public relations; Political science; Social psychology; Business","authors":[{"name":"Matt McGuire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05423274019472775,"gpt":0.3572498828398255,"spread":0.3030171426450978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01115813,0.0004569747,0.0003648487,0.001817962,0.01310196,0.01812008,0.001491073,0.005498646,0.01255836],"category_scores_gemma":[0.03924385,0.0008645254,0.0005843293,0.001076017,0.02927247,0.01477316,0.01071919,0.007867705,0.001971941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009972354,"about_ca_system_score_gemma":0.007147907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02199852,"about_ca_topic_score_gemma":0.0144203,"domain_scores_codex":[0.9835048,0.007077287,0.0008679551,0.002563592,0.003663701,0.00232258],"domain_scores_gemma":[0.9781278,0.01005905,0.002249981,0.003227477,0.00342674,0.002908969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002240937,0.00001825912,0.001121076,0.00001663985,0.000003945295,0.0000967863,0.01294972,0.0001534672,0.00006179802,0.9712011,0.007588423,0.006766265],"study_design_scores_gemma":[0.00006633446,0.00007735237,0.00164084,0.0003541707,0.00001637971,0.0002850326,0.01308753,0.001414531,0.0006767022,0.5101557,0.4721535,0.00007196474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08739393,0.002924593,0.03106226,0.08444043,0.001533224,0.0002286594,0.0001454384,0.0002524637,0.7920191],"genre_scores_gemma":[0.894121,0.001082194,0.006975371,0.01005254,0.0006078612,0.0005248188,0.00006377848,0.000202022,0.08637045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02199852,"threshold_uncertainty_score":0.07235479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220884481","doi":"10.1386/eme_00116_1","title":"Two cheers for literacy: Walter Ong, President Trump and the literate mind","year":2022,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Consciousness; Rhetoric; Literacy; Political rhetoric; Political philosophy; Politics; Epistemology; Psychology; Sociology; Psychoanalysis; Philosophy; Political science; Theology; Law; Pedagogy","authors":[{"name":"David R. Olson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05210941054033698,"gpt":0.2913825225379447,"spread":0.2392731119976078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002112669,0.0003701579,0.0004027257,0.000989099,0.004479192,0.004271359,0.0005799419,0.004381374,0.003511625],"category_scores_gemma":[0.008207473,0.0002518021,0.0002009998,0.0007307101,0.006474796,0.007261372,0.002194187,0.01044113,0.000747349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108645,"about_ca_system_score_gemma":0.001611102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003116361,"about_ca_topic_score_gemma":0.007249948,"domain_scores_codex":[0.9984117,0.0008260495,0.00003766318,0.0001688301,0.0003568011,0.0001989722],"domain_scores_gemma":[0.9950241,0.003766195,0.0002297743,0.00008620113,0.000337756,0.0005559407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005442722,0.0000477891,0.001681694,0.0001439605,0.00001429742,0.000346639,0.01369768,0.00006921054,0.0002966657,0.1679095,0.7804591,0.03527897],"study_design_scores_gemma":[0.00001767051,0.00003628504,0.001594037,0.0005845902,0.00001208925,0.0005448243,0.01326544,0.0001966122,0.0005199072,0.08225355,0.9009227,0.00005241835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006171677,0.02923255,0.0004887327,0.945631,0.006757674,0.0000062802,0.00001731466,0.00001661923,0.01167815],"genre_scores_gemma":[0.3302248,0.05060008,0.002504152,0.5000024,0.01986233,0.00007516051,0.00006356007,0.0001508266,0.09651674],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004479192,"threshold_uncertainty_score":0.01529938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175803997","doi":"10.1386/eme_00089_1","title":"Extended body … extended mind: The risk of thought","year":2021,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Objectification; Anxiety; Similarity (geometry); Meaning (existential); Psychology; Affect (linguistics); Object (grammar); Cognition; Focus (optics); Cognitive science; Epistemology; Cognitive psychology; Social psychology; Computer science; Communication; Artificial intelligence; Philosophy; Psychotherapist; Neuroscience","authors":[{"name":"Ian Angus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03626616408290406,"gpt":0.2878576824652984,"spread":0.2515915183823943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00429515,0.0005043023,0.0004643916,0.001590611,0.003009325,0.01088265,0.0009710547,0.003232093,0.003923237],"category_scores_gemma":[0.007869906,0.0003416962,0.0005667393,0.0006617284,0.05574137,0.01568532,0.005694551,0.005721481,0.0007728508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377355,"about_ca_system_score_gemma":0.001230739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008498803,"about_ca_topic_score_gemma":0.0004981058,"domain_scores_codex":[0.996736,0.001800853,0.00008438303,0.0005004217,0.0006860006,0.0001924354],"domain_scores_gemma":[0.9940427,0.003750864,0.0004460805,0.001006106,0.0004136511,0.0003406367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001449434,0.000006447939,0.0002446692,0.00003108645,0.000006844584,0.00009536559,0.006731285,0.00009530186,0.0001555506,0.9882307,0.0009006896,0.003487462],"study_design_scores_gemma":[0.00001013134,0.00001751934,0.0002555759,0.00007915583,0.00000571168,0.0003089324,0.002293929,0.0003638808,0.0001189119,0.9704252,0.0261073,0.00001375419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0888652,0.04410947,0.1589242,0.1173086,0.003035174,0.0001045856,0.0001787446,0.0004102647,0.5870637],"genre_scores_gemma":[0.9592184,0.004426933,0.01313385,0.003921682,0.001251842,0.0001133052,0.00004553821,0.0001029154,0.01778538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01088265,"threshold_uncertainty_score":0.02271521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945389344","doi":"10.1386/eme.18.1-2.43_1","title":"Reading the grand palimpsest of mixed reality","year":2019,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Palimpsest; Reading (process); Social reality; Argument (complex analysis); Mixed reality; Order (exchange); Aesthetics; Reality television; Consumption (sociology); Sociology; Art; Media studies; Literature; Philosophy; Computer science; Augmented reality; Social science; Linguistics; Human–computer interaction; Chemistry; Economics","authors":[{"name":"Marco Adria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07343304247697718,"gpt":0.3596326522133551,"spread":0.2861996097363779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003225637,0.0006858524,0.0004047656,0.001245509,0.006284176,0.006260503,0.000836956,0.002607112,0.004072353],"category_scores_gemma":[0.00397609,0.0002781434,0.0002786054,0.0005983049,0.02675298,0.01055382,0.004738426,0.006037244,0.0007384398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003181142,"about_ca_system_score_gemma":0.001470419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004974545,"about_ca_topic_score_gemma":0.008467029,"domain_scores_codex":[0.9973928,0.001898542,0.00004375007,0.000239653,0.0002961638,0.0001290867],"domain_scores_gemma":[0.9983023,0.001235706,0.00008180059,0.0001268333,0.0001596076,0.00009370429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009117059,0.000004910598,0.00007171937,0.00003379983,0.000002557368,0.0001137498,0.03019999,0.00004239845,0.00007196423,0.951385,0.01209218,0.005972649],"study_design_scores_gemma":[0.000005699411,0.00002246752,0.0003017909,0.000240134,0.000004258748,0.0002830374,0.02003718,0.0001536035,0.0002103333,0.3607457,0.6179816,0.00001418634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02737477,0.05046381,0.02955779,0.2719111,0.00874711,0.00005495068,0.0001135342,0.0001392247,0.6116377],"genre_scores_gemma":[0.8088331,0.01906227,0.01144169,0.03621517,0.005388734,0.0001927736,0.00009905983,0.0002352473,0.1185319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006284176,"threshold_uncertainty_score":0.02308095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2317077985","doi":"10.1386/eme.10.3-4.185_1","title":"McLuhan and Phenomenology","year":2011,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Phenomenology (philosophy); Existentialism; Epistemology; Appropriation; Media ecology; Sociology; Perception; Media theory; Philosophy; Media studies","authors":[{"name":"Laureano Ralón","is_ca":false},{"name":"Marcelo Vieta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1729685006298215,"gpt":0.3367180299330484,"spread":0.1637495293032269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007531168,0.0006850162,0.0005810747,0.003689121,0.01523121,0.01029328,0.001880988,0.003894451,0.005334266],"category_scores_gemma":[0.01000703,0.0004004838,0.0005230869,0.003608287,0.07926484,0.01425674,0.009358905,0.004893651,0.000715869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01532607,"about_ca_system_score_gemma":0.005527317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00946399,"about_ca_topic_score_gemma":0.005218326,"domain_scores_codex":[0.9865143,0.01100992,0.0002346496,0.0007949382,0.0008419522,0.0006043512],"domain_scores_gemma":[0.9936935,0.00446731,0.0003771352,0.0007563132,0.0003193393,0.000386391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006850326,0.000006000978,0.00006693768,0.00006804654,0.000001548801,0.00005885181,0.03909034,0.00005374424,0.00003342585,0.9556566,0.002818926,0.00213856],"study_design_scores_gemma":[0.00001176266,0.00001286277,0.0001761301,0.000631506,0.000003673644,0.0002626121,0.05167307,0.0001949971,0.0001173933,0.6158282,0.3310674,0.00002043152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03326276,0.0649946,0.03320341,0.1159261,0.001858909,0.0002407232,0.0001938943,0.0001693253,0.7501503],"genre_scores_gemma":[0.9303479,0.01283312,0.009531739,0.01087439,0.0007735884,0.000591627,0.00009806919,0.0001453403,0.03480428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01532607,"threshold_uncertainty_score":0.111199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412566654","doi":"10.1386/eme_00234_1","title":"Reactionary speech in the digital age","year":2025,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Digital Communication and Language","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reactionary; Political science; Law; Politics","authors":[{"name":"Jason Hannan","is_ca":true},{"name":"Matthew McManus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02454202983292822,"gpt":0.2847234360831114,"spread":0.2601814062501832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004641914,0.0004058422,0.0002282384,0.002153566,0.004339958,0.01189506,0.0008316645,0.003279697,0.008003343],"category_scores_gemma":[0.01434505,0.0002262544,0.0002192105,0.001738618,0.01513063,0.01399595,0.00574981,0.003030375,0.001874328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003200558,"about_ca_system_score_gemma":0.0009208469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108575,"about_ca_topic_score_gemma":0.00089705,"domain_scores_codex":[0.9956895,0.002614616,0.0001907217,0.0004290292,0.0007938581,0.0002823494],"domain_scores_gemma":[0.98873,0.008377748,0.0009768236,0.0008551213,0.0006465554,0.0004136554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003480018,0.000008791114,0.0002902726,0.0001029791,0.0000038206,0.0002263838,0.03163832,0.0001166099,0.0003349739,0.9347877,0.01107193,0.02138338],"study_design_scores_gemma":[0.00001403074,0.00001856623,0.0004578643,0.0003238055,0.000007859216,0.0004060211,0.01199595,0.0004408201,0.0007277492,0.1548682,0.8307114,0.00002778617],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07952828,0.0379451,0.02011752,0.116472,0.005492964,0.00002804718,0.0001788384,0.0003804602,0.7398567],"genre_scores_gemma":[0.9298207,0.010561,0.002226363,0.007237142,0.004570598,0.00003808697,0.00008575062,0.0001710499,0.04528929],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01189506,"threshold_uncertainty_score":0.02677387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2317932439","doi":"10.1386/eme.10.1-2.75_1","title":"Radiohead and the Media Fallout of OK Computer","year":2011,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Existentialism; Control reconfiguration; Landmark; Sociology; Media studies; Computer science; Political science; Law; Artificial intelligence","authors":[{"name":"Phil Rose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0664429599203299,"gpt":0.1955259121791926,"spread":0.1290829522588627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001500334,0.0003278971,0.0001427461,0.001145199,0.01561347,0.00918551,0.0006626905,0.002892769,0.01540369],"category_scores_gemma":[0.004363399,0.0002991288,0.0001320762,0.000741212,0.01417842,0.004124917,0.004185953,0.003780359,0.002077694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004648113,"about_ca_system_score_gemma":0.002149394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0745252,"about_ca_topic_score_gemma":0.122872,"domain_scores_codex":[0.9980341,0.0008164439,0.00002515167,0.0001672902,0.0005225057,0.0004345374],"domain_scores_gemma":[0.9980667,0.0008792037,0.0002303772,0.0001120336,0.0003233711,0.0003882943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002692223,0.00006571034,0.0071225,0.0001318291,0.00001819985,0.001822345,0.6093633,0.0001394292,0.003346091,0.1864092,0.1059227,0.08538952],"study_design_scores_gemma":[0.00001298589,0.00007321761,0.006796684,0.0001609334,0.000008492407,0.0005588691,0.2945976,0.00006966959,0.000658612,0.005765889,0.6912618,0.00003531494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3063999,0.005754681,0.002162924,0.08348858,0.001688363,0.00002426869,0.00007238157,0.0002522272,0.6001565],"genre_scores_gemma":[0.8974578,0.001697265,0.0004378398,0.00651103,0.0004671896,0.00001555145,0.00002947676,0.0002214745,0.09316242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0745252,"threshold_uncertainty_score":0.1481829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2743658459","doi":"10.1386/eme.15.3-4.287_1","title":"Self and the city: Teaching sensory perception and integration in City as Classroom","year":2016,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg","funders":"","keywords":"Mainstream; Perception; Power (physics); Sociology; Process (computing); Balance (ability); Psychology; Media studies; Aesthetics; Epistemology; Pedagogy; Computer science; Art; Philosophy","authors":[{"name":"Jaqueline McLeod Rogers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05121597963883259,"gpt":0.341389685058987,"spread":0.2901737054201544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149279,0.0002673196,0.0002223901,0.0005476862,0.002054858,0.004978482,0.0008582911,0.0008299027,0.008118225],"category_scores_gemma":[0.001719535,0.0001295615,0.0003000929,0.0003666047,0.006938701,0.003638553,0.004534704,0.001857888,0.0007532609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852294,"about_ca_system_score_gemma":0.001916098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145624,"about_ca_topic_score_gemma":0.003528421,"domain_scores_codex":[0.9992421,0.0004439502,0.00001284795,0.0001028022,0.0001063331,0.0000919848],"domain_scores_gemma":[0.9988343,0.0007566882,0.00005740582,0.00007138399,0.00006429356,0.0002159724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008566975,0.001211577,0.002871833,0.0004787284,0.00001189,0.0007614813,0.3961116,0.001166172,0.009110087,0.374491,0.02154409,0.1921559],"study_design_scores_gemma":[0.00006625349,0.0003407241,0.00475042,0.000688797,0.00002991498,0.0004854694,0.2642995,0.003930018,0.01093221,0.2407395,0.473684,0.00005314807],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4385076,0.002249797,0.07165364,0.01728434,0.0007684221,0.0001704904,0.00003914633,0.0007781424,0.4685484],"genre_scores_gemma":[0.9632326,0.0008371123,0.01065746,0.0007751074,0.00006390837,0.00008164563,0.00001387641,0.00009321947,0.02424499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008118225,"threshold_uncertainty_score":0.02715814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4328053443","doi":"10.1386/eme_00150_1","title":"Weakness exploitation: Predicting socially communicative devices as a successor to internet-based graphical user interfaces","year":2023,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"The Internet; Successor cardinal; Computer science; Point (geometry); Graphical user interface; Human–computer interaction; Transition (genetics); Robot; Interface (matter); World Wide Web; Multimedia; Artificial intelligence","authors":[{"name":"Jamy Li","is_ca":true},{"name":"Mark Chignell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05218485145089181,"gpt":0.3615732292353668,"spread":0.309388377784475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004154618,0.0004158673,0.0002438066,0.003430219,0.001463343,0.005085455,0.000751591,0.001414596,0.004551181],"category_scores_gemma":[0.02831752,0.0004376232,0.0004657733,0.001325381,0.005039971,0.01102839,0.006117126,0.002659378,0.0008315737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154143,"about_ca_system_score_gemma":0.0008862637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481554,"about_ca_topic_score_gemma":0.001242037,"domain_scores_codex":[0.9980047,0.0007731172,0.0001401893,0.0002441084,0.00049987,0.0003380312],"domain_scores_gemma":[0.9791878,0.01087321,0.004521678,0.001429553,0.002285068,0.001702605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006148057,0.0005794779,0.7797197,0.0001925302,0.00005721838,0.001257615,0.03728453,0.0028504,0.003470448,0.1129152,0.00113225,0.05992594],"study_design_scores_gemma":[0.00008755604,0.00157019,0.7260549,0.0005786323,0.0001456185,0.00490863,0.05988584,0.04383674,0.005255204,0.1203013,0.03719982,0.0001756355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478398,0.0001828837,0.008042815,0.0009001681,0.00001403249,0.00007511784,0.00005546253,0.00002241684,0.04286736],"genre_scores_gemma":[0.9969221,0.00009262287,0.001727749,0.00006069735,0.000008357422,0.00002893212,0.00004526912,0.00001278408,0.001101528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005085455,"threshold_uncertainty_score":0.021972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313330969","doi":"10.1386/eme_00139_1","title":"Canada as counter-environment: Canadian democracy in a digital world","year":2022,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Constitution; Democracy; Space (punctuation); Power (physics); Relation (database); Government (linguistics); State (computer science); Sociology; Function (biology); Political science; Political economy; Law; Politics; Computer science","authors":[{"name":"Phil Rose","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011741852574569,"gpt":0.20657220197089,"spread":0.1964547834451443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001605517,0.000301386,0.0002811114,0.001771846,0.0380677,0.01252701,0.001202892,0.001977124,0.007850264],"category_scores_gemma":[0.003345604,0.0002070544,0.000234327,0.003721288,0.01807719,0.003473523,0.004829243,0.002796602,0.000401692],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1251677,"about_ca_system_score_gemma":0.1606272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941247,"about_ca_topic_score_gemma":0.9973048,"domain_scores_codex":[0.9970961,0.000479678,0.00003215031,0.0002766247,0.001017789,0.001097687],"domain_scores_gemma":[0.9981102,0.0004019481,0.0001044648,0.0001058157,0.0007067657,0.0005707785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003553927,0.00001431259,0.004720908,0.00007102381,0.000008746344,0.0004644787,0.08625408,0.0004105282,0.0002661127,0.8168153,0.04849035,0.04244864],"study_design_scores_gemma":[0.000009278441,0.00001211191,0.005589915,0.0001386787,0.00001670825,0.0001646055,0.07145578,0.0004052937,0.000331283,0.02517009,0.8966433,0.00006304084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.148986,0.007694873,0.002908453,0.1176222,0.0008563095,0.00005107786,0.0003507035,0.0001390749,0.7213914],"genre_scores_gemma":[0.9046142,0.003734264,0.001619677,0.007189588,0.00007622889,0.00002216962,0.00009190541,0.00007863441,0.08257325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8748323,"threshold_uncertainty_score":0.9081591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308474376","doi":"10.1386/eme_00126_1","title":"Media-ecological engineering of the Soviets","year":2022,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Environmentalism; Ecology; Media ecology; Socialism; Materialism; Nothing; Sociology; Environmental ethics; Political science; Social science; Biology; Media studies; Epistemology; Law; Communism; Philosophy","authors":[{"name":"Andrey Mir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02681218648996182,"gpt":0.2646357036653574,"spread":0.2378235171753956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009202294,0.0002963405,0.0001509714,0.001886219,0.002747171,0.004888738,0.0002864824,0.0005912881,0.004568251],"category_scores_gemma":[0.001701409,0.0001538786,0.0001941413,0.001176121,0.008157224,0.002880125,0.003225152,0.0006757727,0.0004273912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003728233,"about_ca_system_score_gemma":0.001755737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005375935,"about_ca_topic_score_gemma":0.003080879,"domain_scores_codex":[0.9992177,0.0003731762,0.00003110719,0.00007638738,0.0001646423,0.0001369175],"domain_scores_gemma":[0.9994619,0.0002448836,0.00007344507,0.00007225684,0.00007657368,0.00007087109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001776419,0.00002251316,0.001535123,0.00003627345,0.0000042008,0.0001259358,0.005600521,0.0007622445,0.0003624326,0.976144,0.001631645,0.01375736],"study_design_scores_gemma":[0.00002860107,0.00007336587,0.009887721,0.0001909387,0.0000167098,0.000364141,0.01120004,0.003614716,0.001563783,0.6562805,0.3167515,0.00002810209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1905592,0.002711983,0.01248615,0.009143751,0.0002755398,0.00004774284,0.000132698,0.0001598349,0.7844832],"genre_scores_gemma":[0.9828702,0.001166622,0.001152857,0.0002377145,0.0001621456,0.00003881812,0.00004047022,0.00003834056,0.01429288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005375935,"threshold_uncertainty_score":0.02705032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802947890","doi":"10.1386/eme.17.1.53_1","title":"Two paths to the future","year":2018,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Social Science and Policy Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science","authors":[{"name":"Roger Saul","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07783201771991907,"gpt":0.4537942523707842,"spread":0.3759622346508651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01137042,0.0007734998,0.0009912802,0.002362663,0.005755349,0.01597069,0.002620877,0.009967906,0.0450471],"category_scores_gemma":[0.01607057,0.0004919382,0.0006580041,0.001530435,0.03602347,0.04207641,0.008933754,0.01317004,0.004782534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006349436,"about_ca_system_score_gemma":0.01027797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004853595,"about_ca_topic_score_gemma":0.005063483,"domain_scores_codex":[0.9946375,0.002844788,0.0001255346,0.0007395741,0.0009210009,0.0007315188],"domain_scores_gemma":[0.9852532,0.006705063,0.0006700166,0.001844507,0.002750836,0.00277633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003885764,0.00003352459,0.0002452754,0.00006911169,0.000006312757,0.0000354404,0.001700687,0.0001579121,0.00008225669,0.9747474,0.01412524,0.008757959],"study_design_scores_gemma":[0.00002033357,0.00001545587,0.0003109583,0.000262204,0.000004970948,0.00004337725,0.00601463,0.0003811014,0.00008570826,0.8673223,0.1255157,0.00002334733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009922448,0.01576478,0.01258505,0.7571865,0.002521261,0.00005260064,0.0002125261,0.0001380308,0.2016168],"genre_scores_gemma":[0.8009478,0.01946583,0.01951444,0.0758585,0.003978064,0.0004443234,0.0003371117,0.0003352012,0.07911871],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0450471,"threshold_uncertainty_score":0.1506976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321046480","doi":"10.1386/eme.12.3-4.155_7","title":"Preface: Probing the boundaries of Media Ecology","year":2013,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Ecology; Media ecology; Sociology; Geography; Biology; Anthropology","authors":[{"name":"Robert MacDougall","is_ca":false},{"name":"Peter Zhang","is_ca":false},{"name":"Robert K. Logan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03096585175900064,"gpt":0.2885335452373557,"spread":0.2575676934783551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001836124,0.0008809222,0.0005049798,0.00250773,0.003815718,0.004409904,0.001275938,0.002541279,0.03832117],"category_scores_gemma":[0.01388753,0.0002368743,0.0005645254,0.002206541,0.001703436,0.003743882,0.002066036,0.006077286,0.01096907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002726407,"about_ca_system_score_gemma":0.00205269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033041,"about_ca_topic_score_gemma":0.01072048,"domain_scores_codex":[0.9993154,0.0002023587,0.0000493118,0.0001365204,0.0002395491,0.00005691831],"domain_scores_gemma":[0.9904644,0.002815326,0.0003572971,0.0005390785,0.004292833,0.001530991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001796694,0.00002035817,0.0001361339,0.0001262352,0.000002328189,0.0000342698,0.0001834354,0.00007397176,0.0003030803,0.007353616,0.9798172,0.01193148],"study_design_scores_gemma":[0.00001189824,0.00003312428,0.001940578,0.0003399024,0.000006139941,0.0000950742,0.0007392828,0.0002755942,0.0002733544,0.01413075,0.9821303,0.00002397275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002153939,0.01976407,0.006005981,0.2055645,0.7116422,0.0002624403,0.001490024,0.0002809426,0.05283588],"genre_scores_gemma":[0.03776366,0.01786415,0.003537684,0.05976788,0.6924957,0.0004051683,0.001206642,0.0004620734,0.186497],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03832117,"threshold_uncertainty_score":0.1281971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2317474579","doi":"10.1386/eme.12.1-2.83_1","title":"Eighteenth-century mapping of Cape Breton Island","year":2013,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Cape; Geography; Ideology; Archipelago; History; Cartography; Competition (biology); Ethnology; Archaeology; Politics; Political science; Ecology","authors":[{"name":"Erna MacLeod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0278700745134393,"gpt":0.2064056948264113,"spread":0.178535620312972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000546737,0.000138167,0.0001122916,0.002173708,0.003917476,0.00204703,0.0004824998,0.000361813,0.01094096],"category_scores_gemma":[0.002213558,0.0001674152,0.00006390149,0.002067319,0.002738481,0.00137185,0.002036935,0.0006972575,0.0004830196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008186566,"about_ca_system_score_gemma":0.002048201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3493559,"about_ca_topic_score_gemma":0.6282784,"domain_scores_codex":[0.9997411,0.00006235347,0.000008551852,0.00005547806,0.00007783985,0.00005467616],"domain_scores_gemma":[0.9991657,0.000239787,0.00008641533,0.00006583794,0.0003444191,0.00009779484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002667041,0.00006524088,0.06370287,0.0002966439,0.00003148594,0.008384136,0.6287519,0.000604797,0.006067812,0.0706776,0.01872589,0.202425],"study_design_scores_gemma":[0.000008849658,0.00002636068,0.2566895,0.0006583913,0.00001249941,0.0006857465,0.08561313,0.0002535949,0.00140888,0.001693964,0.6529093,0.00003972903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7207765,0.002525349,0.0009745567,0.002528665,0.00009082265,0.00004260955,0.0003485977,0.00002320015,0.2726897],"genre_scores_gemma":[0.9561853,0.001262931,0.0007584905,0.0001424443,0.00001617147,0.00002568741,0.0001492887,0.00003015716,0.04142958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6506441,"threshold_uncertainty_score":0.6946449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163783523","doi":"10.1386/eme_00070_1","title":"Solace in sound: Glenn Gould’s electronic solitude","year":2021,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Musical; Sociology; Solitude; Media theory; Sound (geography); Art history; Media studies; Art; Literature","authors":[{"name":"Steven V. Hicks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04789336213860273,"gpt":0.3635587537092625,"spread":0.3156653915706598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264768,0.0002431042,0.0001510388,0.0008434746,0.007315063,0.007114245,0.0006001072,0.002328603,0.006932391],"category_scores_gemma":[0.002831145,0.0001416509,0.0001326237,0.0006030931,0.01175084,0.00601258,0.004182031,0.002872163,0.001064756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004486016,"about_ca_system_score_gemma":0.001871534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254231,"about_ca_topic_score_gemma":0.0374318,"domain_scores_codex":[0.9990911,0.0004574636,0.00001553176,0.00009523342,0.0002141269,0.0001265187],"domain_scores_gemma":[0.9992062,0.0004393627,0.00003713632,0.00004358494,0.00008654321,0.0001871233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003778075,0.00002523511,0.0003683478,0.00004240081,0.000002711604,0.0003310896,0.04392925,0.000134997,0.0002790182,0.8047045,0.1084054,0.04173927],"study_design_scores_gemma":[0.000007140441,0.00001365505,0.0003076087,0.0001552002,0.00000192701,0.0001925965,0.01458288,0.0001978398,0.0001938423,0.1157976,0.8685344,0.00001518967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03995657,0.01650896,0.006928514,0.2483647,0.003486932,0.0000407494,0.00004090233,0.0001229039,0.6845497],"genre_scores_gemma":[0.6728063,0.006471375,0.004157263,0.03172621,0.0008154242,0.00005174513,0.00002526714,0.0001288637,0.2838176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01254231,"threshold_uncertainty_score":0.03254843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328656936","doi":"10.1386/eme.12.1-2.45_1","title":"Reconfigurations: Unfolding the spaces of mobile listening","year":2013,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Soundscape; Active listening; Embodied cognition; Mediation; Transparency (behavior); Phenomenology (philosophy); Sociology; Affordance; Cognitive science; Communication; Psychology; Epistemology; Human–computer interaction; Computer science; Acoustics; Philosophy; Sound (geography)","authors":[{"name":"Helma Sawatzky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03309782389482307,"gpt":0.2243598188570896,"spread":0.1912619949622665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963603,0.00038209,0.0003166464,0.00119015,0.004738399,0.007841637,0.001091514,0.001344629,0.007218425],"category_scores_gemma":[0.005580312,0.0004062723,0.000497186,0.001007119,0.02132675,0.008091414,0.008773562,0.001765844,0.0005874248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001797025,"about_ca_system_score_gemma":0.0009572342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359257,"about_ca_topic_score_gemma":0.002553606,"domain_scores_codex":[0.9979096,0.001182932,0.0000476925,0.0002717882,0.0002629367,0.0003250608],"domain_scores_gemma":[0.9979697,0.001130476,0.0001866945,0.000343951,0.000114425,0.0002547967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001373273,0.00002894956,0.002388641,0.0001315006,0.00002016754,0.001689561,0.6364318,0.00115866,0.006556746,0.3290716,0.001251308,0.02113386],"study_design_scores_gemma":[0.00002890598,0.0001422691,0.008193403,0.0003511907,0.0000409539,0.001290746,0.6278978,0.002587273,0.002798468,0.1953333,0.1612417,0.00009401998],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6759353,0.001878127,0.05490386,0.005768175,0.0003370813,0.0001020537,0.0001440513,0.0003441381,0.2605872],"genre_scores_gemma":[0.9954348,0.0001473472,0.001836098,0.00007404352,0.0000266667,0.00002140785,0.00001889281,0.00004041883,0.002400218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007841637,"threshold_uncertainty_score":0.02414805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315773623","doi":"10.1386/eme.12.3-4.217_1","title":"Silvan Tomkins as media ecologist","year":2013,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Feeling; Perspective (graphical); Field (mathematics); Phenomenon; Psychology; Value (mathematics); Personality; Ecology; Sociology; Epistemology; Cognitive science; Social psychology; Philosophy; Art","authors":[{"name":"Phil Rose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02964201373984596,"gpt":0.2310055323658657,"spread":0.2013635186260198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002087052,0.0002971814,0.0003532532,0.001711188,0.00463328,0.007328188,0.001025831,0.00287261,0.008819292],"category_scores_gemma":[0.006697221,0.0003205558,0.0001911608,0.0007906755,0.009806441,0.01035226,0.002952828,0.004208334,0.0009249851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003954254,"about_ca_system_score_gemma":0.00326501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007255452,"about_ca_topic_score_gemma":0.009571564,"domain_scores_codex":[0.9977502,0.001278514,0.0000499903,0.0003174837,0.0004846169,0.0001191959],"domain_scores_gemma":[0.9945273,0.003726954,0.0002066161,0.0002593866,0.0006129754,0.0006667983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001214173,0.00004410321,0.001131806,0.0001086575,0.000005186436,0.0002323587,0.01563847,0.0002921959,0.0002292195,0.7413661,0.2107835,0.03015621],"study_design_scores_gemma":[0.00000326007,0.00000831739,0.0003963756,0.000216051,0.000002468822,0.0002251126,0.008237937,0.0004857421,0.0001572701,0.0915805,0.8986734,0.00001357358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01485198,0.01476529,0.005882682,0.7657462,0.004682153,0.00002960023,0.0000912421,0.000177802,0.193773],"genre_scores_gemma":[0.6356097,0.02954249,0.0113439,0.1181915,0.006385149,0.0002181084,0.00008593919,0.0003618996,0.1982611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008819292,"threshold_uncertainty_score":0.02950346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196294413","doi":"10.1386/eme_00098_1","title":"Seduced by convenience","year":2021,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Art; Sociology","authors":[{"name":"Ellen Cronan Rose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01651583875456822,"gpt":0.3018397354069826,"spread":0.2853238966524144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452075,0.001206805,0.0007762663,0.001605663,0.004864238,0.0044561,0.001295449,0.001145632,0.2184806],"category_scores_gemma":[0.005958292,0.000438779,0.0007851432,0.00113116,0.004366307,0.00553878,0.006719933,0.004213203,0.1560509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246747,"about_ca_system_score_gemma":0.001520957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0036035,"about_ca_topic_score_gemma":0.009014493,"domain_scores_codex":[0.998773,0.0002694245,0.00004878514,0.0002175881,0.0004978918,0.0001932289],"domain_scores_gemma":[0.9961766,0.0004490318,0.0001760795,0.001497558,0.0008807758,0.0008198721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002725,0.0001647817,0.001398562,0.0001088908,0.00002292332,0.0005456387,0.00357897,0.000207186,0.004170493,0.2151003,0.5611833,0.2132464],"study_design_scores_gemma":[0.000007104463,0.00002160939,0.0003349582,0.00002899319,0.000003700229,0.000226521,0.0003694867,0.0001122102,0.0003726499,0.009301466,0.9892064,0.00001496563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008565241,0.0012529,0.02358782,0.01110862,0.003342831,0.0001466199,0.0004975802,0.003759745,0.9477386],"genre_scores_gemma":[0.02047954,0.0004218638,0.005099599,0.002884955,0.0007892992,0.00006353691,0.000167702,0.001097472,0.968996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2184806,"threshold_uncertainty_score":0.7308903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318658891","doi":"10.1386/eme.8.3.223_1","title":"Reviews","year":2009,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Media studies; Sociology; Art; Humanities; Art history","authors":[{"name":"Thomas J. Farrell","is_ca":false},{"name":"Michael LeVan","is_ca":false},{"name":"Nathan Taylor","is_ca":false},{"name":"Dwayne Winseck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1047128622883017,"gpt":0.2929376853855442,"spread":0.1882248230972425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001427002,0.001183123,0.001681942,0.005149485,0.001223086,0.004855023,0.002915104,0.003168401,0.2695738],"category_scores_gemma":[0.008116881,0.0006227333,0.0008818686,0.004420034,0.0009333779,0.004655441,0.002517392,0.003061806,0.2459182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511313,"about_ca_system_score_gemma":0.005491209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00408011,"about_ca_topic_score_gemma":0.006120365,"domain_scores_codex":[0.9979493,0.0002514506,0.0001790567,0.0003560781,0.001097231,0.000166881],"domain_scores_gemma":[0.9954622,0.0009019899,0.0002732282,0.0004072193,0.002447049,0.0005082851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001446974,0.00001348507,0.00004386469,0.0009227357,0.000008009322,0.00004490453,0.00004878218,0.00003068209,0.00007763291,0.002286774,0.9046827,0.09182595],"study_design_scores_gemma":[0.00000214039,0.000003458737,0.00005651513,0.0004639564,0.000002870754,0.00005116782,0.00001894304,0.000003562123,0.00001821903,0.0005216147,0.9988552,0.000002300608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003594997,0.5900524,0.0017021,0.04558851,0.07679272,0.0002375374,0.004736214,0.0007319753,0.2797991],"genre_scores_gemma":[0.003435177,0.5155151,0.001853558,0.02936838,0.02916049,0.0002459476,0.005443942,0.0005538784,0.4144235],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7304262,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255538284","doi":"10.1386/eme.1.2.151_5","title":"Reviews","year":2002,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Thou; Art; Art history; Media studies; Sociology; Humanities; Theology; Philosophy","authors":[{"name":"Eric McLuhan","is_ca":true},{"name":"Susan J. Drucker","is_ca":false},{"name":"Michael Grabowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1358198639309048,"gpt":0.3309365155255963,"spread":0.1951166515946914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060124,0.001240723,0.001433215,0.004226816,0.0009016992,0.004865785,0.002060449,0.002535447,0.3473869],"category_scores_gemma":[0.00583178,0.0004463035,0.000875504,0.00368211,0.0007156834,0.003414786,0.002240462,0.002277938,0.2927737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002637613,"about_ca_system_score_gemma":0.004609205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0039976,"about_ca_topic_score_gemma":0.005210757,"domain_scores_codex":[0.9984022,0.0001914908,0.0001529042,0.0003275933,0.0007744255,0.0001513263],"domain_scores_gemma":[0.9973488,0.0004179048,0.0001602712,0.0002504223,0.001489093,0.0003334516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001844829,0.0000141688,0.00005036453,0.00131821,0.000009403328,0.00005850305,0.00004373523,0.00003420086,0.0001300793,0.002149241,0.8980497,0.09812394],"study_design_scores_gemma":[0.000002665121,0.000004002079,0.00007628668,0.0006417927,0.000003521242,0.00006517365,0.00002319706,0.000003721884,0.00001926337,0.0003920148,0.9987659,0.000002304946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003970308,0.4467592,0.001389091,0.03308688,0.08682062,0.0003580861,0.007226811,0.0009598667,0.4230023],"genre_scores_gemma":[0.004151646,0.3397593,0.001673771,0.02444622,0.02965855,0.0003043361,0.007451169,0.000523349,0.5920318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3473869,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322713270","doi":"10.1386/eme.14.3-4.275_1","title":"The body electric in the age of virtual reality and transhumanism: Forces changing the West’s notions of self, identity and humanness","year":2015,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Transhumanism; Identity (music); Sociology; Wearable computer; Human body; Environmental ethics; Aesthetics; Computer science; Philosophy; Artificial intelligence","authors":[{"name":"Robert B. Scott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05602359830282527,"gpt":0.3155694075011427,"spread":0.2595458091983174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002612032,0.0002985849,0.0002550422,0.001191506,0.003212199,0.0084893,0.0004455264,0.002099896,0.004238441],"category_scores_gemma":[0.002376262,0.0002031221,0.0001442905,0.000644523,0.03586214,0.009853303,0.004362266,0.003323854,0.0004163466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299614,"about_ca_system_score_gemma":0.001209591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027633,"about_ca_topic_score_gemma":0.003366219,"domain_scores_codex":[0.9981756,0.001305441,0.00003418464,0.0001272848,0.0002180274,0.0001394605],"domain_scores_gemma":[0.9977722,0.001504106,0.0001759969,0.000165649,0.0001721166,0.0002098769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003913362,0.00002237717,0.0008017669,0.00006708602,0.000005264244,0.0001487133,0.05499095,0.0001076394,0.0003858981,0.9076637,0.006623067,0.02914439],"study_design_scores_gemma":[0.00001471078,0.00008262853,0.002243167,0.0006035299,0.000009628352,0.0007472305,0.08071049,0.0004310337,0.0006850921,0.3596999,0.5547355,0.00003712147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1856204,0.09291432,0.01751255,0.2254825,0.002366444,0.0000264336,0.00006296144,0.00009503721,0.4759192],"genre_scores_gemma":[0.953067,0.01976391,0.001503975,0.008268302,0.0009258153,0.00001966468,0.00001220986,0.00005082257,0.01638817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0084893,"threshold_uncertainty_score":0.01668489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806031971","doi":"10.1386/eme.17.2.149_1","title":"All your <data> base are belong to us","year":2018,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Programmer; Social media; Monetization; Usability; Computer science; Demographics; Psychographic; World Wide Web; Limit (mathematics); Base (topology); Scarcity; Casual; Dual (grammatical number); Aggregate (composite); Internet privacy; Data science; Sociology; Human–computer interaction; Advertising; Programming language; Business; Mathematics; Political science","authors":[{"name":"Jan Lukas Buterman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1826389443715762,"gpt":0.4075446417306393,"spread":0.2249056973590631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00455742,0.0008794679,0.001218153,0.004879931,0.005054641,0.01380087,0.002540016,0.002068641,0.4968695],"category_scores_gemma":[0.03428722,0.0008305807,0.0009409389,0.01067293,0.002223593,0.01503484,0.009296608,0.003424756,0.3943329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002803817,"about_ca_system_score_gemma":0.00447309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01738691,"about_ca_topic_score_gemma":0.01021619,"domain_scores_codex":[0.9944171,0.001145586,0.000486733,0.001260077,0.002075309,0.000615184],"domain_scores_gemma":[0.9657119,0.005633146,0.001639412,0.01420964,0.01009662,0.002709215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001579955,0.00005971209,0.005886056,0.0002389712,0.00003166546,0.0002197164,0.001522113,0.0001149466,0.0006150766,0.02431323,0.8227933,0.1440472],"study_design_scores_gemma":[0.000004866697,0.000005658257,0.001004119,0.00009623161,0.000009334166,0.0001169903,0.0004808278,0.0001245243,0.0005540288,0.003103186,0.994484,0.00001622774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006751257,0.001517613,0.02081968,0.03392605,0.01018741,0.0003164079,0.06589833,0.01392177,0.8466615],"genre_scores_gemma":[0.1113822,0.003715961,0.02050693,0.01431342,0.003763423,0.0007455476,0.07598586,0.02124128,0.7483454],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4968695,"threshold_uncertainty_score":0.7176546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951299257","doi":"10.1386/eme.9.3.185_1","title":"Digitally Augmented Books The sBook Platform for Books that are Smart, Readable, Searchable, Networked, Updatable, and Promote Active Reading","year":2010,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario College of Art and Design; University of Toronto","funders":"","keywords":"Reading (process); Computer science; World Wide Web; Multimedia","authors":[{"name":"Robert K. Logan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03316640659732283,"gpt":0.2386003005307083,"spread":0.2054338939333854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000490783,0.0003030456,0.0002928137,0.002115552,0.001849174,0.00888466,0.0008120214,0.0008820276,0.04721823],"category_scores_gemma":[0.002549698,0.0003172495,0.0003798003,0.003573153,0.001908318,0.005622542,0.002806174,0.0008262222,0.01190133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291753,"about_ca_system_score_gemma":0.002444378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005058071,"about_ca_topic_score_gemma":0.009622935,"domain_scores_codex":[0.9988638,0.0002303108,0.00006690913,0.00009895283,0.0006510621,0.00008892349],"domain_scores_gemma":[0.9984559,0.0004729138,0.0001296252,0.0003197975,0.0004133526,0.0002084094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001578072,0.0001784959,0.00339521,0.00121396,0.00002669256,0.001028161,0.005978755,0.001026587,0.007980783,0.236875,0.1460688,0.5960698],"study_design_scores_gemma":[0.00002119223,0.00007746652,0.004519703,0.0002348371,0.00001398079,0.0007874959,0.001128756,0.0004969484,0.002434787,0.006945277,0.9833023,0.0000373423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0285286,0.003156929,0.01440404,0.001974538,0.0006872288,0.0002335573,0.0007565849,0.001152031,0.9491065],"genre_scores_gemma":[0.2138665,0.006915672,0.05013339,0.0009704545,0.0005316988,0.0003055474,0.001547206,0.0006217827,0.7251078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04721823,"threshold_uncertainty_score":0.1579607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242011466","doi":"10.1386/eme.16.1.101_5","title":"Review","year":2017,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Artificial Intelligence Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Prosperity; Political science; Art; Economic history; Philosophy; History; Law","authors":[{"name":"Robert K. Logan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1086803915866609,"gpt":0.3773257816060568,"spread":0.2686453900193959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001267647,0.0009092773,0.001552009,0.003520006,0.0006581863,0.003128722,0.002046159,0.001939769,0.101713],"category_scores_gemma":[0.009352859,0.0003257528,0.001024748,0.003374359,0.0005759419,0.002543668,0.001739103,0.0022635,0.04508292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625606,"about_ca_system_score_gemma":0.005529131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589957,"about_ca_topic_score_gemma":0.003186101,"domain_scores_codex":[0.9989742,0.0001945042,0.0001512267,0.0002018495,0.0003784425,0.00009979666],"domain_scores_gemma":[0.9967224,0.001164211,0.0003935903,0.0002086421,0.001242219,0.0002688479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007142769,0.00002308989,0.0001674396,0.01617699,0.0001210065,0.0001731618,0.00009130785,0.0001166386,0.0002653603,0.003746109,0.6416669,0.3373805],"study_design_scores_gemma":[0.000008880237,0.00001278981,0.0002301175,0.005891634,0.00007417619,0.000311999,0.00003487463,0.00001162641,0.00005012731,0.0009538013,0.9924121,0.000007797034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002508588,0.9413176,0.0006907252,0.01281959,0.01298424,0.00009141816,0.001841874,0.000165149,0.0298386],"genre_scores_gemma":[0.003039258,0.9557365,0.0006864521,0.01024751,0.007107236,0.0001013761,0.001974484,0.00007696339,0.02103027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.101713,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407097612","doi":"10.1386/eme_00216_7","title":"Teaching and learning with Indigenous-centred comic books in the media ecology classroom","year":2024,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Comics; Indigenous; Sociology; Ecology; Media ecology; Anthropology; Media studies; Art; Biology; Literature","authors":[{"name":"Brandon P. Hollingshead","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0264840241753712,"gpt":0.2831086159868853,"spread":0.2566245918115141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001731586,0.00027944,0.0002088934,0.001038701,0.005170134,0.005320663,0.0008271703,0.0010789,0.003310613],"category_scores_gemma":[0.00253433,0.0001644186,0.0002452018,0.0007062131,0.008034506,0.00521973,0.004322188,0.002140618,0.0005444665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554195,"about_ca_system_score_gemma":0.002279633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004740613,"about_ca_topic_score_gemma":0.01452019,"domain_scores_codex":[0.998949,0.0006548127,0.00002307219,0.0000689955,0.0001636673,0.0001405512],"domain_scores_gemma":[0.9983455,0.001162443,0.00007724376,0.00008467806,0.00009407951,0.0002360382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003046859,0.0004193611,0.003469,0.0003441359,0.00001108075,0.0008993008,0.5836366,0.0004299019,0.003289422,0.253057,0.01155675,0.1428571],"study_design_scores_gemma":[0.00002133805,0.0002088451,0.006454597,0.0006452182,0.00001891202,0.0008608982,0.3414879,0.0007705324,0.007401115,0.09280182,0.5492751,0.00005365127],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4567377,0.005676288,0.02567992,0.02726438,0.0004674801,0.0001451124,0.0000316463,0.000216876,0.4837806],"genre_scores_gemma":[0.9116835,0.004081334,0.01461179,0.00171206,0.0001411606,0.00008659711,0.00002153062,0.00005486445,0.06760714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005320663,"threshold_uncertainty_score":0.01853204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240155384","doi":"10.1386/eme.16.4.361_5","title":"Book Reviews","year":2017,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Art history; Modernity; Theology; Art; Philosophy","authors":[{"name":"Eva Berger","is_ca":false},{"name":"Jeff Bogaczyk","is_ca":false},{"name":"Peter Fallon","is_ca":false},{"name":"Sheila J. Nayar","is_ca":false},{"name":"Barna William Donovan","is_ca":false},{"name":"Thom Gencarelli","is_ca":false},{"name":"Donald Gillies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1496935792184992,"gpt":0.4307253278537667,"spread":0.2810317486352674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000661024,0.001195698,0.001315861,0.00374423,0.00131216,0.008197403,0.002075519,0.002369184,0.6204327],"category_scores_gemma":[0.004377205,0.0005042249,0.0009551712,0.004097169,0.0007495233,0.004050918,0.002511599,0.002766954,0.5414658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00223551,"about_ca_system_score_gemma":0.00365346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002853217,"about_ca_topic_score_gemma":0.004482506,"domain_scores_codex":[0.9987068,0.000127534,0.00009041409,0.0002735466,0.0006936426,0.0001081337],"domain_scores_gemma":[0.9978215,0.0003931325,0.0001196504,0.0002130509,0.001087326,0.0003654086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001384774,0.0000194321,0.00005829923,0.0004892135,0.000004438677,0.00006094571,0.00006021815,0.00005264285,0.0001613463,0.003754484,0.8847631,0.1105621],"study_design_scores_gemma":[0.000002065542,0.000004268908,0.00006135408,0.0002249409,0.000001718395,0.00007291168,0.00003261117,0.000009368935,0.00002436945,0.0007122387,0.9988512,0.000003065849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004925374,0.08507618,0.002097392,0.01685847,0.04343707,0.0002512592,0.00577542,0.001572676,0.8444391],"genre_scores_gemma":[0.002293576,0.04100895,0.001571423,0.007246699,0.01015269,0.0001283102,0.004253435,0.0007158305,0.9326291],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6204327,"threshold_uncertainty_score":0.5414067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7132823734","doi":"10.1386/eme_00268_5","title":"Wisdom Weavers: The Lives and Thought of Harold Innis and Marshall Mcluhan, Tom Cooper (2025)","year":2025,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg","funders":"","keywords":"","authors":[{"name":"Jaqueline McLeod Rogers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03559496437595783,"gpt":0.3250971379634778,"spread":0.28950217358752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00509889,0.0007240684,0.0008328835,0.002206973,0.004000632,0.009508163,0.001179487,0.003418538,0.008822427],"category_scores_gemma":[0.0122629,0.000455131,0.0002873648,0.003086208,0.009728728,0.01130271,0.003531323,0.005961402,0.003329128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004626353,"about_ca_system_score_gemma":0.009175811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02087476,"about_ca_topic_score_gemma":0.03395386,"domain_scores_codex":[0.9962206,0.00197132,0.0001514019,0.0002471758,0.001150115,0.0002593487],"domain_scores_gemma":[0.9914664,0.005492549,0.0005402543,0.0002362192,0.001392471,0.0008721804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003538375,0.00001351861,0.0002265753,0.0007996426,0.00001037131,0.0001390721,0.01647456,0.00005556503,0.00009059215,0.04877272,0.7670543,0.1663277],"study_design_scores_gemma":[0.000003312309,0.000006993678,0.0004014249,0.001693172,0.000003291516,0.0001595683,0.008198704,0.00001576271,0.0000322352,0.02161887,0.9678537,0.0000129623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0005626293,0.8701494,0.0003942758,0.1060898,0.005160383,0.000007432513,0.00003477964,0.00002533404,0.0175759],"genre_scores_gemma":[0.05208713,0.828166,0.001195505,0.04581835,0.009803296,0.0001033004,0.0001424346,0.0001289128,0.0625551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02087476,"threshold_uncertainty_score":0.04150653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396217879","doi":"10.1386/eme_00196_5","title":"Ærotomania: The Book of Lumenations, Adeena Karasick (2023)","year":2024,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology","authors":[{"name":"Steven V. Hicks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04477906366145866,"gpt":0.3460322253438244,"spread":0.3012531616823657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006760152,0.001510036,0.0009426008,0.001861705,0.0011539,0.004458635,0.0009845223,0.00173929,0.1036784],"category_scores_gemma":[0.002374151,0.000573175,0.0005092403,0.00258435,0.001110343,0.004157754,0.001832158,0.003667296,0.07088372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001847205,"about_ca_system_score_gemma":0.003142019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029539,"about_ca_topic_score_gemma":0.01775151,"domain_scores_codex":[0.9993997,0.0001050885,0.00004899793,0.0001075099,0.0002808989,0.00005780783],"domain_scores_gemma":[0.9993131,0.0002042782,0.00006455053,0.00003248622,0.0002453879,0.0001402131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001978452,0.000009457981,0.00004915145,0.0004206025,0.000003553582,0.00003820537,0.000107659,0.0000268334,0.0001033269,0.001567849,0.8922991,0.1053545],"study_design_scores_gemma":[0.000001250309,0.000003229469,0.0001274309,0.0002671688,0.00000171814,0.0001762207,0.00006784873,0.000005009911,0.00001925448,0.000304184,0.9990236,0.000003080288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0001814422,0.8905789,0.0003938925,0.01365012,0.02151135,0.00001778275,0.0003403015,0.0001090173,0.07321717],"genre_scores_gemma":[0.003403938,0.5101417,0.0009028078,0.008249287,0.009791189,0.00004650296,0.000499585,0.0002338836,0.4667311],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1036784,"threshold_uncertainty_score":0.3468387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}