{"meta":{"query_hash":"9d6943b708c3","filters":{"venue":"Stream Interdisciplinary Journal of Communication"},"cohort_total":103,"direct_labels_cover":0,"predictions_cover":103,"exported":103,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/9d6943b708c3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Stream+Interdisciplinary+Journal+of+Communication"},"results":[{"id":"W120207781","doi":"10.21810/strm.v3i1.49","title":"Identity VS E-dentity","year":2010,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Identity (music); Realm; Dimension (graph theory); Space (punctuation); Perception; Process (computing); Epistemology; Aesthetics; Sociology; Internet privacy; Computer science; Political science; Philosophy; Law; Mathematics","score_opus":0.01666476023993714,"score_gpt":0.3645291031225651,"score_spread":0.34786434288262796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120207781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6800671,0.0001555585,0.00020195327,0.0054371413,0.0010248352,0.000071905044,0.0000035870637,0.000018333008,0.31301954],"genre_scores_gemma":[0.995927,0.0002694662,0.00095662905,0.000040497285,0.00027827712,0.0000014298517,0.000004213051,0.000006548177,0.0025159374],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893194,0.00013650341,0.0003553701,0.00006132893,0.00037203083,0.00014283598],"domain_scores_gemma":[0.9986347,0.00011946066,0.00038826518,0.00036480709,0.00034492085,0.00014784092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012566275,0.00006672677,0.00014566252,0.00010163678,0.000263757,0.0001865522,0.0010098513,0.00007286874,0.00023000572],"category_scores_gemma":[0.0002489179,0.00006003188,0.00014281258,0.00016203974,0.0003552664,0.001641743,0.000434144,0.00046068217,0.000031550662],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034575118,0.0013919935,0.029665759,0.000030219715,0.00017764,0.00003579255,0.07785286,0.000014048283,0.004082803,0.22364797,0.017518803,0.6452364],"study_design_scores_gemma":[0.001158299,0.00055226986,0.13450885,0.00035746198,0.00012390186,0.00012521485,0.033606842,0.000035496647,0.000640639,0.20144615,0.62700856,0.00043629963],"about_ca_topic_score_codex":0.00004508338,"about_ca_topic_score_gemma":0.004501431,"teacher_disagreement_score":0.64480007,"about_ca_system_score_codex":0.000053298314,"about_ca_system_score_gemma":0.00014108584,"threshold_uncertainty_score":0.25184014},"labels":[],"label_agreement":null},{"id":"W1514681361","doi":"10.21810/strm.v4i1.70","title":"Review of the 2011 IAMCR Conference","year":2012,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"History","score_opus":0.05256244847749081,"score_gpt":0.3817127384054432,"score_spread":0.32915028992795237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514681361","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1072134,0.46832994,0.00027436603,0.12593347,0.0014598381,0.00069681054,0.000009436208,0.000021445612,0.2960613],"genre_scores_gemma":[0.87078655,0.1284568,0.0003593092,0.00013989485,0.0000896622,0.0000047620824,0.0000017922234,0.0000038099017,0.00015745028],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817866,0.00084202253,0.00051231915,0.0000350708,0.00029417095,0.00013772826],"domain_scores_gemma":[0.9974989,0.00025439146,0.00092962984,0.0007247701,0.0005239027,0.00006836586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021031105,0.00006687274,0.00020151012,0.000035369725,0.0005137224,0.000010407842,0.0014012826,0.000039930692,0.00025019108],"category_scores_gemma":[0.00021677872,0.000044120952,0.0001559335,0.00014368676,0.00037736067,0.0003364761,0.00080009905,0.00026273326,0.000008771708],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017834971,0.0018916134,0.05732798,0.0016087614,0.00047320625,5.0441236e-7,0.25997365,0.0000061192686,0.0009901583,0.22234537,0.2039236,0.2512807],"study_design_scores_gemma":[0.001182472,0.0005381842,0.13505898,0.049118087,0.00071329257,0.00007903647,0.14807595,0.0000290689,0.0019964532,0.04041296,0.62213725,0.0006582394],"about_ca_topic_score_codex":0.000062112136,"about_ca_topic_score_gemma":0.00013829384,"teacher_disagreement_score":0.7635731,"about_ca_system_score_codex":0.000073074276,"about_ca_system_score_gemma":0.00012219424,"threshold_uncertainty_score":0.39511895},"labels":[],"label_agreement":null},{"id":"W1564412875","doi":"10.21810/strm.v2i1.39","title":"Yet Another September: AOL, World of Warcraft, and Niche Markets","year":2009,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Popularity; Order (exchange); The Internet; Phenomenon; Advertising; Service provider; Service (business); Space (punctuation); Niche market; Media studies; Business; World Wide Web; Political science; Sociology; Computer science; Marketing; Law","score_opus":0.017181731763424152,"score_gpt":0.336035217366272,"score_spread":0.3188534856028479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564412875","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38780716,0.0018829629,0.00004188716,0.006868415,0.00012213085,0.00010151931,0.000005184883,0.000010969496,0.6031598],"genre_scores_gemma":[0.9886136,0.0007312826,0.000806781,0.000082021,0.000057255496,7.555011e-7,0.0000028902018,0.0000059892254,0.009699443],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895984,0.00019730878,0.00039974364,0.00006646493,0.00024472122,0.000131949],"domain_scores_gemma":[0.99884975,0.00020795278,0.00041088802,0.00027174604,0.00017027193,0.000089369365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076499255,0.00008075327,0.00020243086,0.0001391026,0.000100482306,0.000045438894,0.00044927472,0.000045497844,0.000097151504],"category_scores_gemma":[0.000065359134,0.000067735455,0.000097771575,0.00018025943,0.00026270776,0.00041326776,0.00017161758,0.00018274762,0.0000027900026],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041471826,0.00057743926,0.0073265196,0.00002052405,0.00009575494,0.000007533921,0.04279195,0.000010636943,0.00088169577,0.0052957973,0.026893588,0.91568387],"study_design_scores_gemma":[0.0021031278,0.001572729,0.21783985,0.0021667057,0.00017942613,0.00008872434,0.03237087,0.0001103317,0.0015084302,0.07492133,0.6666081,0.00053035695],"about_ca_topic_score_codex":0.000006807514,"about_ca_topic_score_gemma":0.00030179435,"teacher_disagreement_score":0.9151535,"about_ca_system_score_codex":0.00004750999,"about_ca_system_score_gemma":0.00007485338,"threshold_uncertainty_score":0.27621716},"labels":[],"label_agreement":null},{"id":"W159505816","doi":"10.21810/strm.v3i1.31","title":"Don't 'Axe' Don't Tell: A Critical Commentary on Axe's 'Chocolate Man'","year":2009,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"White (mutation); Psychology; Entertainment; Aesthetics; Popularity; Art; Advertising; Social psychology; Visual arts","score_opus":0.026328401444526816,"score_gpt":0.3822511147092769,"score_spread":0.3559227132647501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159505816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5809541,0.0016580524,0.00052593386,0.25051185,0.001328344,0.0006085269,0.000021186139,0.00009814775,0.16429389],"genre_scores_gemma":[0.99465364,0.0010267533,0.0010576885,0.0023304406,0.0005459475,0.0000064426326,0.000016374086,0.000014885584,0.0003478495],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973925,0.0007187761,0.00070514693,0.0001711526,0.0006201229,0.0003923037],"domain_scores_gemma":[0.99765,0.0006759437,0.00039607962,0.00065292604,0.00029266183,0.0003323584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014527637,0.00020058987,0.0003411418,0.0002283957,0.0009970556,0.00012293507,0.0012208169,0.0001554599,0.00027064324],"category_scores_gemma":[0.00017556292,0.00017960201,0.00024882003,0.00022685356,0.00041249781,0.00052461686,0.0002728481,0.00078784546,0.000029612607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002285025,0.005469608,0.0057342886,0.00006054056,0.0003248718,0.00024047086,0.40122393,0.000159119,0.001874514,0.019351434,0.36036667,0.20290951],"study_design_scores_gemma":[0.005515299,0.009482741,0.058486897,0.003014518,0.0005819212,0.0003512345,0.44652078,0.00028720268,0.002883072,0.20181921,0.26942387,0.001633235],"about_ca_topic_score_codex":0.00006250875,"about_ca_topic_score_gemma":0.00029400448,"teacher_disagreement_score":0.41369954,"about_ca_system_score_codex":0.00029352488,"about_ca_system_score_gemma":0.00014941658,"threshold_uncertainty_score":0.7668646},"labels":[],"label_agreement":null},{"id":"W159719728","doi":"10.21810/strm.v6i1.83","title":"The CRTCâ€™s Market-driven De-regulation of Canadian television","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Intellectual Property Rights and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Agency (philosophy); Cash; Business; International trade; Cable television; Telecommunications; Advertising; Engineering; Sociology; Finance","score_opus":0.021162082358614824,"score_gpt":0.3045836485276512,"score_spread":0.28342156616903635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159719728","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37381312,0.0009537428,0.0011060508,0.031919353,0.0005902496,0.00030782443,0.0000039379775,0.000015044355,0.5912907],"genre_scores_gemma":[0.99648005,0.0009347444,0.00083103316,0.000027332228,0.00015367157,0.0000015102297,0.0000023723428,0.0000068584955,0.0015624283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983612,0.00073647924,0.0004056173,0.00005222476,0.00025939738,0.00018511844],"domain_scores_gemma":[0.99805886,0.00062790397,0.00038422298,0.0003208086,0.00045985848,0.00014837753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022667993,0.00006683841,0.00013383584,0.00023699878,0.0010749748,0.000055243454,0.0007460663,0.00007356829,0.0001998154],"category_scores_gemma":[0.00043124036,0.00004009509,0.00009979255,0.00024141234,0.00038263842,0.0002124988,0.00011318078,0.00022047987,0.0000052330847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062709546,0.00023567938,0.0030188106,0.000029258339,0.00017247642,0.0000024792168,0.1717057,0.00051077944,0.0027241567,0.07786761,0.12392888,0.6191771],"study_design_scores_gemma":[0.00079404033,0.0010540925,0.045385003,0.00095964066,0.00009427142,0.00004639624,0.033844143,0.009375823,0.0021861363,0.08296881,0.8229715,0.000320143],"about_ca_topic_score_codex":0.008228394,"about_ca_topic_score_gemma":0.12569028,"teacher_disagreement_score":0.6990426,"about_ca_system_score_codex":0.00018890052,"about_ca_system_score_gemma":0.0003675463,"threshold_uncertainty_score":0.9983759},"labels":[],"label_agreement":null},{"id":"W2224233415","doi":"10.21810/strm.v6i1.86","title":"The Maple Spring as the Background for the Flourishing of the Fifth Estate in QuÃ©bec","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Flourishing; Grassroots; Politics; Real estate; Subject (documents); Sociology; Field (mathematics); Political science; Disengagement theory; Democracy; Insider; Media studies; Law; Psychology; Library science; Social psychology","score_opus":0.0344060928565325,"score_gpt":0.3711793921232147,"score_spread":0.3367732992666822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224233415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82464045,0.0029958899,0.00078769,0.13476142,0.00059974083,0.00044405358,0.0000022628114,0.000006700437,0.035761755],"genre_scores_gemma":[0.99607044,0.0034002434,0.00010583471,0.000076031145,0.00015104069,0.000009229572,2.8599283e-7,0.0000051845664,0.0001816888],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983709,0.0006922239,0.00043351192,0.00006199533,0.0002623134,0.00017907591],"domain_scores_gemma":[0.9958307,0.0029485675,0.0005576758,0.0004663235,0.0001714654,0.00002525827],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002836637,0.000078168756,0.00014506004,0.000016148586,0.0037091693,0.00010914425,0.0017656232,0.000041439147,0.00002396057],"category_scores_gemma":[0.0002805051,0.00002862261,0.00017334038,0.00015504412,0.001163452,0.00017761563,0.00078993675,0.00036073697,0.0000015833401],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063967507,0.00039234315,0.0091491705,0.000026115638,0.0003463258,0.0000013181135,0.252558,0.0015235106,0.00008575126,0.32226968,0.0071737077,0.4058344],"study_design_scores_gemma":[0.0006488616,0.000536626,0.07914332,0.0003828367,0.00008881908,0.000008985969,0.49564973,0.0016099192,0.00013179614,0.13788661,0.2837478,0.00016470652],"about_ca_topic_score_codex":0.0015761605,"about_ca_topic_score_gemma":0.020880567,"teacher_disagreement_score":0.4056697,"about_ca_system_score_codex":0.00009868783,"about_ca_system_score_gemma":0.00005511347,"threshold_uncertainty_score":0.99758786},"labels":[],"label_agreement":null},{"id":"W2226958622","doi":"10.21810/strm.v6i1.82","title":"Dialogue on Public Broadcasting in Canada: An Interview with Wade Rowland","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Framing (construction); Public broadcasting; Media event; Context (archaeology); Media studies; Public relations; Political science; Sociology; History; Law","score_opus":0.04689676023110458,"score_gpt":0.3218833361106609,"score_spread":0.2749865758795563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226958622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92578244,0.0008647383,0.00035389038,0.03535196,0.0001897891,0.000174977,0.000002496421,0.000012765676,0.03726692],"genre_scores_gemma":[0.99847287,0.00079920713,0.00042583325,0.00013813641,0.00010566042,0.000008562382,0.000012367998,0.000009743301,0.000027605553],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973812,0.0014576652,0.0004883657,0.000097895514,0.00036008246,0.000214803],"domain_scores_gemma":[0.99803305,0.000511982,0.0005167853,0.00058138714,0.00022173565,0.00013506736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019513419,0.0001092947,0.00025206074,0.00013036135,0.00053822057,0.000062576575,0.0010937698,0.000040774463,0.000026533977],"category_scores_gemma":[0.00020594615,0.00008545492,0.000042135645,0.00023941946,0.00014473674,0.00041289598,0.00032280048,0.0004279334,0.000001688628],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037809816,0.000791813,0.09086041,0.000047222384,0.000133952,0.000014739823,0.09243285,0.0006786275,0.00004057087,0.02223434,0.0021110326,0.79027635],"study_design_scores_gemma":[0.0049130614,0.0050687264,0.44209942,0.0056797424,0.00015297267,0.000112933514,0.40180722,0.005758876,0.00013261227,0.020720614,0.11227243,0.0012813964],"about_ca_topic_score_codex":0.1457452,"about_ca_topic_score_gemma":0.9692728,"teacher_disagreement_score":0.8235276,"about_ca_system_score_codex":0.000668167,"about_ca_system_score_gemma":0.0006190365,"threshold_uncertainty_score":0.85994333},"labels":[],"label_agreement":null},{"id":"W2242924294","doi":"10.21810/strm.v6i1.84","title":"The Technological Imagination of Public Media","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media and Digital Communication","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Technological determinism; Software deployment; Broadcasting (networking); Public broadcasting; Position (finance); Technological change; Sociology; Media studies; Work (physics); Political science; Public relations; Business; Law; Social science; Engineering; Economics; Computer science; Computer security","score_opus":0.024017628714181186,"score_gpt":0.29311232516857266,"score_spread":0.2690946964543915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242924294","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16401584,0.0051799943,0.706142,0.07047476,0.00052423985,0.000252679,0.0000023478235,0.00011998542,0.053288117],"genre_scores_gemma":[0.9878541,0.0004678158,0.011604635,0.000018373152,0.00002358636,0.0000047298495,0.0000050385715,0.0000046732775,0.000017018669],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982141,0.00055572897,0.0006539997,0.00008464984,0.000355219,0.00013625255],"domain_scores_gemma":[0.99535084,0.0015539929,0.00086336106,0.0015201153,0.000644847,0.0000668598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002477285,0.0000925443,0.00017525456,0.00018012112,0.0002884642,0.00014760371,0.0038446386,0.000060450613,0.0000028078814],"category_scores_gemma":[0.00097572786,0.00005863531,0.0001083053,0.00035741154,0.0003891264,0.0010527605,0.0016945938,0.00032942227,0.0000050510807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014354639,0.0001432215,0.0005382772,0.000004648497,0.000019657951,4.0248497e-7,0.0009622061,0.0000112636535,0.0005732042,0.3794612,0.0004989686,0.6177726],"study_design_scores_gemma":[0.0008208167,0.00068970985,0.020418525,0.00023097925,0.000024758503,0.00019796996,0.0021580972,0.019780753,0.0058187786,0.9389593,0.010665051,0.00023526917],"about_ca_topic_score_codex":9.3819045e-7,"about_ca_topic_score_gemma":0.000011370717,"teacher_disagreement_score":0.8238383,"about_ca_system_score_codex":0.000050477767,"about_ca_system_score_gemma":0.000061070015,"threshold_uncertainty_score":0.71443594},"labels":[],"label_agreement":null},{"id":"W2247954425","doi":"10.21810/strm.v2i1.38","title":"Prisoners of the Media: Television in Russia Since the Collapse of Communism","year":2009,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Communism; Successor cardinal; Soviet union; Russian history; Power (physics); Censorship; State (computer science); Political science; Law; Economic history; Political economy; History; Media studies; Sociology; Politics","score_opus":0.02129442925230179,"score_gpt":0.33957667617520193,"score_spread":0.31828224692290014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247954425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8888944,0.00505785,0.00004058978,0.087027594,0.00020780913,0.0003409589,0.0000040188233,0.0000060027724,0.018420797],"genre_scores_gemma":[0.99398524,0.0054354384,0.00046056916,0.000048824542,0.000034567624,0.0000029447494,0.0000021152214,0.0000045318952,0.000025768215],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99709445,0.0014021061,0.0008254049,0.000056656252,0.00048272527,0.00013863249],"domain_scores_gemma":[0.99618673,0.0010702816,0.001264375,0.0011057573,0.00033373947,0.00003910745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023737631,0.00009357766,0.0002864951,0.00009908114,0.00063962565,0.000017622675,0.0025731656,0.00007620406,0.000011611509],"category_scores_gemma":[0.00036851925,0.000055074845,0.00015663667,0.00053165125,0.00077303837,0.00020799617,0.00075655227,0.0004982591,5.4149336e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007257629,0.0019336175,0.019367581,0.00004372755,0.00015600026,0.0000023826094,0.6532327,0.00055759505,0.0033880884,0.12017685,0.004433315,0.19598241],"study_design_scores_gemma":[0.0020625154,0.0009392716,0.51454145,0.0031846545,0.00016293798,0.000021796655,0.37666148,0.00045163961,0.0027676614,0.09007838,0.008803925,0.00032427057],"about_ca_topic_score_codex":0.00018065119,"about_ca_topic_score_gemma":0.00205997,"teacher_disagreement_score":0.49517387,"about_ca_system_score_codex":0.00012394894,"about_ca_system_score_gemma":0.00017561886,"threshold_uncertainty_score":0.4919548},"labels":[],"label_agreement":null},{"id":"W2263300778","doi":"10.21810/strm.v6i1.81","title":"Introduction: The Legacy of Graham Spry and the Future of Public Media","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Corporation; Marketization; Restructuring; Public broadcasting; Realm; Revenue; Austerity; Commercialization; Political science; Business; Law; China; Finance","score_opus":0.0176966830771428,"score_gpt":0.30832990191643755,"score_spread":0.29063321883929477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263300778","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39987886,0.021587731,0.0004032523,0.556786,0.0009421955,0.00028966455,0.0000026160353,0.000010178133,0.020099485],"genre_scores_gemma":[0.9870096,0.011663078,0.00032959398,0.000032019776,0.0009126953,0.0000055053465,0.000003369339,0.000004616983,0.000039522867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9972593,0.0016798474,0.000555663,0.000058572965,0.00034372314,0.00010285205],"domain_scores_gemma":[0.99636775,0.0012666283,0.0009872578,0.00078248285,0.0005513623,0.00004452312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045843576,0.00007463225,0.00024705863,0.00006922727,0.00075698714,0.00004577097,0.0012220646,0.000050443236,0.00003650809],"category_scores_gemma":[0.0004500368,0.00004021261,0.00011494795,0.00024522323,0.0016725913,0.00036056602,0.00063993246,0.00033207244,6.7242e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024968744,0.00017443561,0.0016950078,0.000022880784,0.00016547303,1.06839465e-7,0.12946938,0.000011748991,0.00006751158,0.57640487,0.007840815,0.28389806],"study_design_scores_gemma":[0.0022560148,0.00042800346,0.036240406,0.00025110767,0.00024557085,0.000040743333,0.5639103,0.00024339133,0.0002089473,0.1700494,0.22593251,0.000193601],"about_ca_topic_score_codex":0.00006580163,"about_ca_topic_score_gemma":0.0011428288,"teacher_disagreement_score":0.5871307,"about_ca_system_score_codex":0.000030846037,"about_ca_system_score_gemma":0.00007097735,"threshold_uncertainty_score":0.6162732},"labels":[],"label_agreement":null},{"id":"W2275179252","doi":"10.21810/strm.v1i2.13","title":"Does Rotten Tomatoes Spoil Users? Examining Whether Social Media Features Foster Participatory Culture","year":2009,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Flourishing; Participatory culture; Popularity; Citizen journalism; Social media; Suite; Sociology; Ethnography; Power (physics); Media studies; Popular culture; Public relations; Political science; World Wide Web; Psychology; Social psychology; Computer science; Anthropology","score_opus":0.0540109503609139,"score_gpt":0.3800015229159094,"score_spread":0.3259905725549955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275179252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629868,0.00076485454,0.000013727919,0.018466841,0.0008760302,0.000120825694,0.000009048867,0.00004685973,0.01671496],"genre_scores_gemma":[0.9971748,0.00028415173,0.00045966046,0.00030116935,0.001445103,0.00000483312,0.00000912637,0.000013474622,0.00030766285],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977786,0.0007836533,0.0004961541,0.00010899267,0.0005018864,0.00033071282],"domain_scores_gemma":[0.9982231,0.00047021222,0.00052957877,0.00027350537,0.0003275426,0.00017605096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071268907,0.00015803301,0.00030805334,0.00011175666,0.00096911594,0.0001313146,0.0007950597,0.0002217367,0.00010211795],"category_scores_gemma":[0.00030079656,0.00010478153,0.00017402605,0.00017560236,0.00040090733,0.00055724056,0.00017539742,0.000522903,0.000007907033],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013768197,0.00022744133,0.0072200783,0.000009152823,0.00008937447,0.000014295686,0.9295709,0.0000028566524,0.00066066405,0.004792028,0.017681183,0.039594352],"study_design_scores_gemma":[0.0010201761,0.0004214996,0.10560713,0.0005127358,0.0002269526,0.000022571623,0.77045625,0.0000059565677,0.0015413912,0.10144226,0.018283091,0.0004599664],"about_ca_topic_score_codex":0.000023957866,"about_ca_topic_score_gemma":0.0006598042,"teacher_disagreement_score":0.15911463,"about_ca_system_score_codex":0.0001689811,"about_ca_system_score_gemma":0.00015056485,"threshold_uncertainty_score":0.74537545},"labels":[],"label_agreement":null},{"id":"W2275598991","doi":"10.21810/strm.v6i1.87","title":"Publicly Funding Journalism in an Age when Everyone is a Journalist","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Journalism; Government (linguistics); The Internet; Political science; Media studies; News media; Public relations; Internet privacy; Sociology; Law; World Wide Web; Computer science","score_opus":0.05444465072812593,"score_gpt":0.3794133956361581,"score_spread":0.3249687449080322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275598991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8760982,0.0034917032,0.0014324189,0.061528407,0.00059211586,0.00024878362,0.000004181903,0.000034651526,0.05656955],"genre_scores_gemma":[0.9944019,0.0023282894,0.002233682,0.00026389174,0.00037512294,0.0000068087456,0.000008895309,0.000017781194,0.00036367835],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99599457,0.0018775519,0.001018765,0.00013763408,0.0006266834,0.00034476872],"domain_scores_gemma":[0.9967422,0.00044421662,0.0011284769,0.00087638583,0.00054246874,0.00026625275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005278268,0.00016055517,0.00038707335,0.00042430195,0.0012028782,0.00035704084,0.0020895544,0.0001212163,0.00022540196],"category_scores_gemma":[0.00033981513,0.00014613807,0.00017559435,0.0003663012,0.00032419374,0.0016386935,0.0006881984,0.00084634393,0.000007970529],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005576084,0.001723529,0.06821996,0.000044232376,0.00027280435,0.000044462686,0.66418,0.00016649412,0.0008902212,0.058534995,0.028930489,0.1764352],"study_design_scores_gemma":[0.0049546002,0.0021445642,0.11613741,0.003040977,0.00024604643,0.00028520063,0.30826077,0.0021960768,0.00025311366,0.35750312,0.20371677,0.00126135],"about_ca_topic_score_codex":0.00047973992,"about_ca_topic_score_gemma":0.009913424,"teacher_disagreement_score":0.3559192,"about_ca_system_score_codex":0.00037936223,"about_ca_system_score_gemma":0.00014273377,"threshold_uncertainty_score":0.9251688},"labels":[],"label_agreement":null},{"id":"W2279851911","doi":"10.21810/strm.v5i1.80","title":"Contestation, a Deeper Seduction","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Spectacle; Action (physics); Media event; Event (particle physics); Media studies; Affect (linguistics); Sociology; Aesthetics; Political science; Art; Law; Communication","score_opus":0.025672706531107873,"score_gpt":0.28578859587704686,"score_spread":0.260115889345939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279851911","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4328811,0.004186689,0.01347109,0.021553973,0.0017078959,0.00028538462,0.000009767709,0.000116635776,0.5257875],"genre_scores_gemma":[0.99675685,0.00028544516,0.0009737712,0.00008172791,0.0003208331,0.0000075841394,0.000011685735,0.0000116291185,0.0015504763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885625,0.00025353883,0.000547364,0.00006711612,0.00017935545,0.00009636592],"domain_scores_gemma":[0.9978754,0.00024471426,0.00058386783,0.00050473335,0.00074699667,0.0000442917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054215273,0.00010531985,0.00020220828,0.00012996909,0.0006407105,0.00009640812,0.00050931383,0.000025853042,0.00023493907],"category_scores_gemma":[0.00006770056,0.00008437684,0.00011478897,0.00004526219,0.0002656746,0.0005075411,0.00026054188,0.00022449005,0.000033542896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001988504,0.0004545251,0.0007313307,0.00002304959,0.0002406364,7.996019e-7,0.19650461,0.00012823263,0.00011385624,0.6738465,0.036748193,0.09100946],"study_design_scores_gemma":[0.0016617941,0.0011738845,0.0045612296,0.00046990608,0.00016372181,0.00013932002,0.15880385,0.0007106302,0.00023696132,0.23009685,0.6015339,0.0004479938],"about_ca_topic_score_codex":0.00001411529,"about_ca_topic_score_gemma":0.00009972808,"teacher_disagreement_score":0.56478566,"about_ca_system_score_codex":0.000056950394,"about_ca_system_score_gemma":0.000025422682,"threshold_uncertainty_score":0.4927892},"labels":[],"label_agreement":null},{"id":"W2284242679","doi":"10.21810/strm.v2i1.34","title":"The Line Between Methodology and Praxis","year":2009,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Praxis; Bridge (graph theory); Epistemology; Sociology; Psychology; Philosophy; Medicine","score_opus":0.08195281520307186,"score_gpt":0.3564202545290487,"score_spread":0.27446743932597684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284242679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7901499,0.025515363,0.001641738,0.09526773,0.000612306,0.00030879764,0.000022362545,0.000049711063,0.08643204],"genre_scores_gemma":[0.99640787,0.00052809116,0.001049401,0.000065609005,0.00038041334,0.0000013319351,0.000007102538,0.0000070713286,0.0015531088],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99850297,0.0006213281,0.0005323805,0.000079435784,0.00014665116,0.00011725307],"domain_scores_gemma":[0.9979554,0.00065655337,0.00059084094,0.00041535692,0.00032508158,0.000056787303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011212135,0.000110883906,0.00027488946,0.00014177233,0.0009809254,0.00009013982,0.0005178884,0.000037151265,0.00007509054],"category_scores_gemma":[0.00009636143,0.000070348135,0.00013054094,0.00004810376,0.0004871146,0.00030977302,0.00016521238,0.00035220716,0.000005813016],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056375854,0.00031651664,0.0013637211,0.00001645946,0.0006909288,0.000011755645,0.22406031,0.000036600442,0.0005105198,0.064907655,0.024944812,0.68257695],"study_design_scores_gemma":[0.0018331925,0.0077850623,0.026619913,0.00043193006,0.0010482098,0.00015968185,0.16201445,0.00032360584,0.00117986,0.44653475,0.35137275,0.0006965686],"about_ca_topic_score_codex":0.0000103937355,"about_ca_topic_score_gemma":0.0002576086,"teacher_disagreement_score":0.6818804,"about_ca_system_score_codex":0.00006181478,"about_ca_system_score_gemma":0.000028028218,"threshold_uncertainty_score":0.7544584},"labels":[],"label_agreement":null},{"id":"W2285446236","doi":"10.21810/strm.v5i1.78","title":"Environmental infomediaries in the Risk Society: The behavioral impact of online environmental information and communication strategies","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Marketing; The Internet; Business; Environmental economics; Computer science; Economics; World Wide Web","score_opus":0.07600577859664659,"score_gpt":0.40976326609566566,"score_spread":0.33375748749901907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285446236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942038,0.0009272672,0.00010165197,0.0032884395,0.00002673492,0.00019735172,0.000057314766,0.000005504487,0.0011919021],"genre_scores_gemma":[0.9732365,0.026099553,0.00038957634,0.000037414953,0.00003511827,0.000007710899,0.00018491753,0.000004853402,0.000004372732],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975491,0.0013727709,0.0005961734,0.000047260208,0.00031651347,0.0001181694],"domain_scores_gemma":[0.99778074,0.0006180939,0.0008969162,0.0006271998,0.00003896288,0.000038069662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022583322,0.00010765065,0.00016240728,0.00008726282,0.00079191895,0.00013437486,0.0010174428,0.0000842606,0.00006982049],"category_scores_gemma":[0.000042609667,0.00006837184,0.00015977239,0.00011879011,0.0010842416,0.0012910295,0.0004295715,0.00050102174,0.0000023043983],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015417862,0.00071618304,0.07921861,0.000010634125,0.00006067794,1.59203e-7,0.7241745,0.00036723336,0.00030494668,0.0015870273,0.00039257813,0.19301325],"study_design_scores_gemma":[0.00044489582,0.00030296235,0.5564361,0.000066709814,0.000049690738,0.00001651179,0.4349484,0.0007863218,0.0000047063772,0.0047434294,0.0021171584,0.000083044586],"about_ca_topic_score_codex":0.00060806563,"about_ca_topic_score_gemma":0.0023468244,"teacher_disagreement_score":0.47721753,"about_ca_system_score_codex":0.00018570301,"about_ca_system_score_gemma":0.00006172199,"threshold_uncertainty_score":0.60908806},"labels":[],"label_agreement":null},{"id":"W2296228034","doi":"10.21810/strm.v4i1.32","title":"Global and local media dynamics in identity construction among British Muslims after September 11","year":2009,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Terrorism; Appropriation; Identity (music); Media studies; Dialectic; Ethnography; Sociology; Consumption (sociology); Islam; Gender studies; Political science; Political economy; Geography; Law; Social science","score_opus":0.00649856691306495,"score_gpt":0.3041414018188509,"score_spread":0.29764283490578597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296228034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98510957,0.0005789639,0.004403308,0.00085838244,0.00019948151,0.00011431492,0.000010372992,0.0000135065575,0.0087121315],"genre_scores_gemma":[0.99814534,0.00082078134,0.0008281602,0.000028950632,0.00010116156,0.00000287038,0.000024841049,0.0000040462214,0.000043869117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851,0.00037024022,0.0005446647,0.000109117296,0.00031692866,0.00014905224],"domain_scores_gemma":[0.99901044,0.000065042535,0.00035657844,0.00018471369,0.0002855694,0.00009767994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008070122,0.000095843265,0.00018872895,0.000111394,0.00029324988,0.00019231492,0.00029507637,0.00013125635,0.00007613268],"category_scores_gemma":[0.00007662216,0.00010201702,0.000081841805,0.00027759754,0.00048903,0.0018306111,0.00009455698,0.00022101533,0.0000018009115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022925292,0.00039733175,0.6404993,0.0000143058805,0.00003685594,0.000033255234,0.048711568,0.00013729828,0.000007202313,0.035322607,0.0010944197,0.27351663],"study_design_scores_gemma":[0.00046591647,0.00013783877,0.8608087,0.00039091392,0.00003129757,0.0001114974,0.061883517,0.0018173713,0.00000489572,0.0739591,0.00023943318,0.00014953775],"about_ca_topic_score_codex":0.0011944461,"about_ca_topic_score_gemma":0.5365293,"teacher_disagreement_score":0.5353349,"about_ca_system_score_codex":0.00064124895,"about_ca_system_score_gemma":0.00009401164,"threshold_uncertainty_score":0.47192782},"labels":[],"label_agreement":null},{"id":"W2300158311","doi":"10.21810/strm.v2i1.36","title":"Subculture Theory and the Fetishism of Style","year":2009,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subculture (biology); Sociology; Fetishism; Style (visual arts); Typology; Critical theory; Culture theory; Consumption (sociology); Cultural studies; Social theory; Epistemology; Social science; Aesthetics; Anthropology; Philosophy; History","score_opus":0.011847371975609578,"score_gpt":0.25418535561049155,"score_spread":0.24233798363488196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300158311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59375834,0.015609374,0.00009037513,0.009633643,0.00035199418,0.00022701564,0.000016290127,0.00001763904,0.3802953],"genre_scores_gemma":[0.99700487,0.00014990312,0.000056396362,0.00013714864,0.000140238,0.0000010106698,0.000004601117,0.0000035237897,0.002502324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991143,0.00033534016,0.00033057647,0.000043894725,0.00011743657,0.00005847479],"domain_scores_gemma":[0.99894387,0.00014354264,0.00042378524,0.0002758764,0.00018654695,0.000026378042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007512315,0.000076591656,0.00018294099,0.000038156573,0.0004295651,0.000044103865,0.00038102272,0.000032258366,0.0004654871],"category_scores_gemma":[0.00002620654,0.00004137122,0.00010828756,0.00002116539,0.00055496005,0.00024288814,0.00009542758,0.00026595203,0.0000016441186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006710518,0.000099404635,0.0000053503823,0.000008245127,0.000048066355,0.0000015278358,0.26743048,0.000003711988,0.00015156087,0.7016076,0.01655579,0.01341724],"study_design_scores_gemma":[0.0033307255,0.0011555437,0.0026263453,0.0007202419,0.00029883927,0.00024712528,0.1938381,0.000029607781,0.00024761562,0.63187087,0.16536759,0.00026742817],"about_ca_topic_score_codex":0.0000027246724,"about_ca_topic_score_gemma":0.00009445768,"teacher_disagreement_score":0.4032465,"about_ca_system_score_codex":0.0000158127,"about_ca_system_score_gemma":0.000014174573,"threshold_uncertainty_score":0.50967574},"labels":[],"label_agreement":null},{"id":"W2304786333","doi":"10.21810/strm.v3i1.51","title":"Recap and Review of the 2010 Smythe Lecture","year":2010,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Philosophy and Literary Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychoanalysis; Psychology","score_opus":0.015191778698182144,"score_gpt":0.2679651884600031,"score_spread":0.25277340976182094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2304786333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60144955,0.07252553,0.000022874294,0.08640379,0.0014204386,0.0003062301,0.00005363005,0.000016320617,0.23780166],"genre_scores_gemma":[0.9951265,0.0039502163,0.00008456282,0.00023986127,0.00019198154,0.000001405978,0.0000051126603,0.00000540843,0.00039496573],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991759,0.00016176104,0.00042696143,0.000050264152,0.0001287071,0.000056388148],"domain_scores_gemma":[0.9985334,0.000105074374,0.0005652373,0.0005306601,0.00023515472,0.000030450969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044912694,0.00007971142,0.00020373019,0.000062637555,0.00029727744,0.000033028133,0.0005461198,0.000030384246,0.0005481624],"category_scores_gemma":[0.000043225107,0.000044844284,0.00018136326,0.000049082948,0.0003294647,0.00028469018,0.00023687584,0.00050399965,0.000001447944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062321924,0.0015778466,0.00235632,0.0039772973,0.0016533816,0.0000108992435,0.25286224,0.000021104304,0.014125143,0.4557433,0.068338245,0.19871096],"study_design_scores_gemma":[0.0011944869,0.00097541715,0.006725753,0.026010908,0.0014466253,0.0006310919,0.0057671056,0.0001518834,0.006381325,0.6249228,0.32516792,0.00062470644],"about_ca_topic_score_codex":0.0000062693925,"about_ca_topic_score_gemma":0.00009965047,"teacher_disagreement_score":0.39367694,"about_ca_system_score_codex":0.0000066600796,"about_ca_system_score_gemma":0.000025279076,"threshold_uncertainty_score":0.6001994},"labels":[],"label_agreement":null},{"id":"W2310401313","doi":"10.21810/strm.v4i1.65","title":"Hidden Ties that Bind: The Psychological Bonds of Embedding Have Changed the Very Nature of War Reporting","year":2012,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Framing (construction); Perspective (graphical); Storytelling; Psychology; Public relations; Political science; Social psychology; Sociology; History; Narrative; Literature; Art; Visual arts","score_opus":0.07752423671877068,"score_gpt":0.43015544152443447,"score_spread":0.3526312048056638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310401313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96303886,0.0056038615,0.00004500528,0.0060230386,0.00043317876,0.00018748801,0.0000046318037,0.0000103499315,0.024653608],"genre_scores_gemma":[0.99821377,0.0009314565,0.0003723693,0.000035577625,0.00033843948,0.0000050383514,0.0000037511302,0.000010100474,0.000089496076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969522,0.0009553442,0.0011278361,0.00008954683,0.000603881,0.00027123574],"domain_scores_gemma":[0.99450845,0.000732261,0.0035660113,0.0006922862,0.00043459036,0.00006643166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056808707,0.00013157631,0.0003212555,0.00011980589,0.00074871647,0.000036452482,0.0015827055,0.00022139028,0.000083871215],"category_scores_gemma":[0.00058537925,0.000074341435,0.00023668555,0.00023478815,0.0008965978,0.0004926285,0.000581681,0.001068453,0.0000018164401],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064796733,0.0012830769,0.062735066,0.0000859351,0.0004923827,0.000013078822,0.8352836,0.0001066461,0.0026624203,0.04758057,0.00688392,0.042225383],"study_design_scores_gemma":[0.000390871,0.0009330941,0.082234144,0.0011662135,0.000253853,0.00027129703,0.8437751,0.00027744015,0.013212602,0.05477862,0.0023369875,0.0003698069],"about_ca_topic_score_codex":0.000084463114,"about_ca_topic_score_gemma":0.00025870095,"teacher_disagreement_score":0.041855577,"about_ca_system_score_codex":0.00008973459,"about_ca_system_score_gemma":0.00007349959,"threshold_uncertainty_score":0.5758597},"labels":[],"label_agreement":null},{"id":"W2561175030","doi":"10.21810/strm.v8i2.208","title":"Public Event: CPROST seminar: Canadian Science Technology and Innovation Policy","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Work (physics); Event (particle physics); Public policy; Political science; Technology transfer; Science policy; Library science; Media studies; Public administration; Sociology; Engineering; Business; Computer science; Law","score_opus":0.04089628409453353,"score_gpt":0.3026376433506332,"score_spread":0.26174135925609965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561175030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7792234,0.00085605396,0.0021103565,0.16512676,0.0002024278,0.00012644919,0.000064555345,0.000018196086,0.052271813],"genre_scores_gemma":[0.9984611,0.00018600696,0.00054329756,0.00017455059,0.000079230536,0.0000045201336,0.0000045339157,0.000009785709,0.0005369196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99871796,0.000017641783,0.0008240875,0.00013828905,0.000054969933,0.00024705403],"domain_scores_gemma":[0.9980492,0.000038945644,0.00085607043,0.00045207763,0.00051370356,0.00008999826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013360239,0.00009490034,0.00019166696,0.0084341355,0.0005701323,0.00007699743,0.00065932923,0.00009241891,0.000047640206],"category_scores_gemma":[0.00046979333,0.00007866235,0.000032423457,0.0042027626,0.0006423422,0.0009923333,0.00037487302,0.0001893561,0.000029742876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008552026,0.00003105668,0.013042378,0.000003659453,0.000014334973,8.8667764e-7,0.0004692009,0.0000011547005,0.0009294064,0.96376354,0.000386168,0.021349648],"study_design_scores_gemma":[0.000730278,0.0002927171,0.034284487,0.00020841563,0.000004100725,0.00025415263,0.000687517,0.000086859756,0.0020342492,0.93386596,0.027324738,0.0002265067],"about_ca_topic_score_codex":0.00030266112,"about_ca_topic_score_gemma":0.00059283,"teacher_disagreement_score":0.21923776,"about_ca_system_score_codex":0.0004699373,"about_ca_system_score_gemma":0.0003714019,"threshold_uncertainty_score":0.75256914},"labels":[],"label_agreement":null},{"id":"W2562882639","doi":"10.21810/strm.v8i2.217","title":"Public Event: Free Public Lecture: Dr. Jaimie Baron","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Appropriation; Event (particle physics); Library science; Media studies; History; Sociology; Philosophy; Computer science; Epistemology","score_opus":0.08121519598304633,"score_gpt":0.32814366000634454,"score_spread":0.2469284640232982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562882639","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06322907,0.0037264302,0.018573612,0.18276219,0.00033265518,0.0003079872,0.00009380985,0.00007381814,0.7309004],"genre_scores_gemma":[0.99463,0.00041091282,0.00015521783,0.00003604785,0.000355833,0.000009472386,0.000012409762,0.000020972124,0.0043691387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99820286,0.0003816098,0.0005805298,0.00012300815,0.0004160507,0.00029592484],"domain_scores_gemma":[0.9973602,0.00041866992,0.000448409,0.000812831,0.00078517257,0.000174691],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007674671,0.00015701434,0.0002462532,0.00026499355,0.0007461478,0.00022427688,0.0013451067,0.000053279437,0.004337688],"category_scores_gemma":[0.00028097688,0.000093667244,0.0001882467,0.00006696943,0.000626983,0.0010315476,0.001022648,0.00032395002,0.000090518624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025361075,0.0006597698,0.0020692952,0.00002802032,0.000343582,0.000012428644,0.011216729,0.0000022943038,0.0005584023,0.6883615,0.07655619,0.21993814],"study_design_scores_gemma":[0.003694629,0.0025877366,0.008944781,0.0012522971,0.00013424792,0.00025115669,0.02889857,0.00017371294,0.00097616436,0.5251686,0.4272174,0.00070072856],"about_ca_topic_score_codex":0.000009498371,"about_ca_topic_score_gemma":0.0005291905,"teacher_disagreement_score":0.93140095,"about_ca_system_score_codex":0.0001931598,"about_ca_system_score_gemma":0.00014792156,"threshold_uncertainty_score":0.9965725},"labels":[],"label_agreement":null},{"id":"W2563842206","doi":"10.21810/strm.v8i1.169","title":"To Upvote or Downvote: Parental Supervision of Screen Time on Reddit","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Screen time; Harm; Social media; Psychology; Situated; Sociology; Internet privacy; Computer science; Social psychology; World Wide Web; Artificial intelligence","score_opus":0.02403860061092367,"score_gpt":0.34092477766363666,"score_spread":0.316886177052713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563842206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94507873,0.00008233857,0.00016328847,0.019126274,0.00010505241,0.00016794764,0.000022168482,0.000029439181,0.035224788],"genre_scores_gemma":[0.9971689,0.00018400098,0.0013161035,0.000033405202,0.00006101034,0.0000015899045,0.000007127663,0.00000800431,0.0012198618],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99873644,0.00015091726,0.0005069443,0.000099001154,0.00035104615,0.00015562653],"domain_scores_gemma":[0.9986339,0.00029313343,0.00033290358,0.00040735776,0.00022919163,0.00010346423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006003227,0.00009643343,0.00022080203,0.00025917962,0.00023465785,0.000026256357,0.0009524863,0.00009018183,0.00032260767],"category_scores_gemma":[0.00022537686,0.00005897607,0.0001008626,0.00027629494,0.00022584466,0.00037676567,0.0006301125,0.00012708252,0.0000762116],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026241953,0.0009278644,0.009561499,0.000008397203,0.00013522066,0.00001863704,0.0149641,0.000009217851,0.0074310363,0.01425631,0.037638836,0.9124247],"study_design_scores_gemma":[0.014576734,0.027760716,0.3082523,0.019317703,0.00029894794,0.00035605612,0.07032581,0.00009649127,0.08085527,0.31240663,0.16271633,0.003037027],"about_ca_topic_score_codex":0.000034452423,"about_ca_topic_score_gemma":0.00029652176,"teacher_disagreement_score":0.90938765,"about_ca_system_score_codex":0.00015142372,"about_ca_system_score_gemma":0.00012574774,"threshold_uncertainty_score":0.35323277},"labels":[],"label_agreement":null},{"id":"W2582567019","doi":"10.21810/strm.v8i1.149","title":"Contingency and Satisfaction under Digital Capitalism","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Precarity; Contingency; Capitalism; Context (archaeology); Restructuring; Flexibility (engineering); Schism; Dream; Division of labour; Capitalist system; Work (physics); Sociology; Labour economics; Business; Economics; Political science; Market economy; Gender studies; Psychology; Management; Engineering; Law; History; Finance","score_opus":0.013926632711389409,"score_gpt":0.2976702711273906,"score_spread":0.2837436384160012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582567019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8946742,0.0004174411,0.0029809673,0.011574459,0.00015623913,0.000087955465,0.000007704499,0.000018153163,0.090082906],"genre_scores_gemma":[0.99883413,0.00070629036,0.00011985948,0.000016406604,0.00006197123,0.0000015331768,0.0000023294003,0.0000046449786,0.00025281607],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99929845,0.00007829836,0.00033703595,0.00005287965,0.00013098585,0.00010236537],"domain_scores_gemma":[0.999196,0.0001802232,0.00028180386,0.00013075452,0.00013840741,0.0000728325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038605332,0.00006250855,0.00010673591,0.00008293993,0.0003246775,0.00014199458,0.00017899925,0.000049449798,0.00003985161],"category_scores_gemma":[0.000039874703,0.000045024855,0.000059216676,0.000060077546,0.00023653584,0.0027458444,0.00008230614,0.00008080655,0.000010656904],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007791793,0.00006250187,0.0129432995,0.0000051282964,0.00005330998,0.0000010573178,0.015333512,0.0000051936,0.00009693866,0.065204695,0.00067730545,0.90553916],"study_design_scores_gemma":[0.0024480233,0.0007472287,0.19874696,0.0013079484,0.00008904942,0.00013303732,0.07935855,0.000020885598,0.00049332774,0.69383776,0.022266451,0.00055076013],"about_ca_topic_score_codex":0.000020027428,"about_ca_topic_score_gemma":0.00026768429,"teacher_disagreement_score":0.9049884,"about_ca_system_score_codex":0.0000921574,"about_ca_system_score_gemma":0.000051134884,"threshold_uncertainty_score":0.24971895},"labels":[],"label_agreement":null},{"id":"W2585901261","doi":"10.21810/strm.v8i1.132","title":"Safety Information under Neoliberalism: The Chilean Case","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Neoliberalism (international relations); Context (archaeology); Competition (biology); Business; Production (economics); Incentive; Economics; Market economy; Political economy; Microeconomics","score_opus":0.048194434693099454,"score_gpt":0.4472859713426735,"score_spread":0.39909153664957403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585901261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5084015,0.0008261819,0.013384742,0.40604067,0.00125139,0.0015607388,0.00015237251,0.00005931219,0.068323106],"genre_scores_gemma":[0.9973801,0.0005103575,0.00037928647,0.0009596324,0.00023856766,0.000028065977,0.000026127678,0.000010853943,0.00046703996],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966102,0.0014084919,0.001237403,0.00006532433,0.00037349938,0.00030503652],"domain_scores_gemma":[0.9947797,0.0026173969,0.00090185215,0.0006932494,0.0008409161,0.00016686955],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025372023,0.00011608958,0.0002022373,0.00017769361,0.001932784,0.000016352618,0.0006356543,0.00011470412,0.0005065922],"category_scores_gemma":[0.00021849264,0.000056936413,0.00011443907,0.00019935152,0.0001696278,0.001076663,0.0006620782,0.00080424635,0.00020780685],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057914685,0.0003862887,0.024108429,0.00025034,0.0003012759,0.0000843492,0.04272153,0.00032404097,0.00014548475,0.09755281,0.06564488,0.7626891],"study_design_scores_gemma":[0.009302112,0.001761542,0.66732156,0.0037303937,0.00012908156,0.0049120905,0.057125337,0.0006087068,0.000076250275,0.16538155,0.08906756,0.00058380124],"about_ca_topic_score_codex":0.00006302978,"about_ca_topic_score_gemma":0.00020895308,"teacher_disagreement_score":0.7621053,"about_ca_system_score_codex":0.00035994314,"about_ca_system_score_gemma":0.00044127452,"threshold_uncertainty_score":0.9993666},"labels":[],"label_agreement":null},{"id":"W2590235781","doi":"10.21810/strm.v9i1.226","title":"Public Event: Laya Behbahani: Human Trafficking In The Gulf States","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"The arts; State (computer science); Middle East; Political science; Event (particle physics); Sociology; Media studies; Library science; Public administration; Law; Computer science","score_opus":0.07761237867027856,"score_gpt":0.387157901924768,"score_spread":0.3095455232544895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590235781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.872237,0.0008533677,0.00009382333,0.034717362,0.00022914776,0.00016738806,0.0000027963383,0.000011721426,0.091687374],"genre_scores_gemma":[0.9989674,0.00034129634,0.00007396242,0.000045961046,0.00020704657,0.000004435166,0.0000071833915,0.0000076045244,0.0003451107],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99817854,0.0006485883,0.0004678788,0.00008141965,0.00040574445,0.00021783769],"domain_scores_gemma":[0.997942,0.00018952518,0.0008130489,0.0007488819,0.0002343513,0.00007223669],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030438828,0.00009490644,0.0001732977,0.00014105786,0.003105056,0.0005219521,0.0026473699,0.000069833215,0.00007193881],"category_scores_gemma":[0.000159345,0.000067231835,0.00012787289,0.000094386145,0.0004333562,0.00087584014,0.00044460793,0.00044695742,0.0000056044937],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016040671,0.00126352,0.04001094,0.000029231078,0.00016074983,0.00006348144,0.66682035,0.0002021748,0.00041155447,0.12935759,0.0045276415,0.15699239],"study_design_scores_gemma":[0.0033318466,0.0009892648,0.34724608,0.0018984791,0.00013177798,0.000117987955,0.30811745,0.00047398199,0.00020970491,0.1788488,0.15789956,0.0007350455],"about_ca_topic_score_codex":0.00017679331,"about_ca_topic_score_gemma":0.008647498,"teacher_disagreement_score":0.35870287,"about_ca_system_score_codex":0.000094166964,"about_ca_system_score_gemma":0.000115005816,"threshold_uncertainty_score":0.9981928},"labels":[],"label_agreement":null},{"id":"W2592570676","doi":"10.21810/strm.v9i1.228","title":"Public Event: â€˜Can the University Stand for Peace?â€™ Omar Khadr, Higher Education and the Question of Hospitality","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Hospitality; Event (particle physics); Harbour; Media studies; Sociology; Political science; Law; Computer science; Tourism","score_opus":0.03022635168020268,"score_gpt":0.3456997576110138,"score_spread":0.31547340593081113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592570676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8170823,0.0058024293,0.0008578107,0.1493735,0.0007776501,0.00064013456,0.000017801189,0.000013052183,0.025435317],"genre_scores_gemma":[0.99605525,0.002177288,0.00038983338,0.00001985967,0.00011705725,0.0000039721754,0.000004436073,0.0000048878583,0.0012274384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987189,0.0005744373,0.00029745226,0.00007424534,0.00022591905,0.000109009416],"domain_scores_gemma":[0.99764234,0.000271096,0.0009808608,0.0005319723,0.00051354535,0.000060157956],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024227793,0.00007528413,0.0001578115,0.000055956163,0.002332735,0.00013052417,0.0009971991,0.000057322046,0.00001649215],"category_scores_gemma":[0.00016341949,0.000048579383,0.00012428341,0.000057591642,0.00096056017,0.0005061445,0.00037991937,0.00016899564,2.5516164e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016080503,0.0009810356,0.024616536,0.0000950451,0.00047964652,0.0000016862227,0.27038425,0.000015957028,0.000027200611,0.50742304,0.033708796,0.16065876],"study_design_scores_gemma":[0.0023186435,0.000302978,0.57555574,0.0004823679,0.00020328611,0.000011704653,0.16710235,0.000070690796,0.000036771886,0.17129534,0.082410194,0.00020994236],"about_ca_topic_score_codex":0.00045938467,"about_ca_topic_score_gemma":0.0008125379,"teacher_disagreement_score":0.5509392,"about_ca_system_score_codex":0.00018294748,"about_ca_system_score_gemma":0.00040624672,"threshold_uncertainty_score":0.9989661},"labels":[],"label_agreement":null},{"id":"W2594200174","doi":"10.21810/strm.v8i2.203","title":"The Commodification of the Body Positive Movement on Instagram","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":238,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Commodification; Beauty; Aesthetics; Social media; Femininity; Movement (music); Sociology; Gender studies; Psychology; Social psychology; Art; Political science; Law","score_opus":0.02177950674911559,"score_gpt":0.3375968867242833,"score_spread":0.3158173799751677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594200174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8636607,0.0004839079,0.00037648328,0.067332014,0.00068579975,0.00038728185,0.000016330647,0.000010924193,0.06704655],"genre_scores_gemma":[0.9981133,0.001048701,0.000050269144,0.00007247305,0.00008384991,0.0000062001536,0.0000015337678,0.000005636243,0.00061804417],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99824303,0.00068206806,0.0004399676,0.00006318229,0.0004338345,0.00013790547],"domain_scores_gemma":[0.9974725,0.0007651836,0.0007530653,0.00060458574,0.00034532673,0.000059299666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014163541,0.00007621863,0.00011998005,0.00004875138,0.00092444743,0.000029535067,0.001147907,0.000051592287,0.000013433236],"category_scores_gemma":[0.00017444286,0.000034953908,0.00013856255,0.00012683943,0.00054933876,0.00015998857,0.00029241384,0.0001890989,0.0000042188303],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009035455,0.0013586391,0.008893878,0.0000135781065,0.0003241491,0.0000018085157,0.27334085,0.00003790914,0.015150887,0.2624952,0.012554402,0.42492515],"study_design_scores_gemma":[0.002505481,0.0019732867,0.37898868,0.0020958502,0.00018941231,0.000015294423,0.34084988,0.000038308895,0.04108842,0.2034201,0.028441552,0.00039373574],"about_ca_topic_score_codex":0.00003665146,"about_ca_topic_score_gemma":0.00035989136,"teacher_disagreement_score":0.4245314,"about_ca_system_score_codex":0.00018579711,"about_ca_system_score_gemma":0.00016799693,"threshold_uncertainty_score":0.7110196},"labels":[],"label_agreement":null},{"id":"W2594566058","doi":"10.21810/strm.v9i1.225","title":"Public Event: Visual and Sonic Imaginations: Montage as Illusion","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Conversation; Ethnography; Visual arts; Illusion; Event (particle physics); Visual anthropology; Media studies; Sociology; History; Anthropology; Art history; Aesthetics; Art; Psychology; Communication; Cognitive psychology","score_opus":0.09341661086725533,"score_gpt":0.33862402801769137,"score_spread":0.24520741715043604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594566058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7676407,0.0013633332,0.00006671183,0.022177342,0.00030611095,0.00016699354,0.00000519256,0.000020887393,0.20825274],"genre_scores_gemma":[0.9954353,0.0005083081,0.000107544896,0.000039116447,0.00019168806,0.0000048596544,0.000027036736,0.000009255353,0.0036769225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991836,0.00009129584,0.0003520949,0.00008178203,0.00018609065,0.00010515193],"domain_scores_gemma":[0.99842495,0.00005317807,0.000657757,0.00042790672,0.00038476542,0.000051440198],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00043905334,0.00010276454,0.00014049976,0.00012061281,0.0018481791,0.00093678694,0.0006297381,0.000027031178,0.00045984265],"category_scores_gemma":[0.0000766402,0.00008121447,0.00008231758,0.000015670868,0.0002847041,0.0028654342,0.00104011,0.00019770331,0.000015269294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035219113,0.0006933423,0.0049294126,0.000108415355,0.0003242291,0.000025820804,0.09637281,0.000012522148,0.0005441361,0.4970611,0.01007591,0.3895001],"study_design_scores_gemma":[0.0038188754,0.0021450347,0.12051431,0.0014772246,0.00033220957,0.00016155065,0.08325575,0.0061983517,0.00025241237,0.5154915,0.26544136,0.0009114739],"about_ca_topic_score_codex":0.000071814015,"about_ca_topic_score_gemma":0.0009031282,"teacher_disagreement_score":0.38858864,"about_ca_system_score_codex":0.000047589576,"about_ca_system_score_gemma":0.000018119672,"threshold_uncertainty_score":0.9994513},"labels":[],"label_agreement":null},{"id":"W2594725654","doi":"10.21810/strm.v9i1.227","title":"PHD Defence: Networks of Memory: Vernacular Photography, (New) Media, and Meaning Making by Megan Robertson","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Vernacular; Meaning (existential); Photography; Art; Media studies; Art history; Visual arts; Sociology; Literature; Epistemology; Philosophy","score_opus":0.039206815638609296,"score_gpt":0.304386962204943,"score_spread":0.2651801465663337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594725654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9539004,0.008389839,0.00040523993,0.0007753842,0.00052796106,0.0001914151,0.0000340253,0.000023177803,0.035752553],"genre_scores_gemma":[0.998537,0.00082528254,0.00025459705,0.000026093954,0.00023416785,0.0000023273017,0.000016722319,0.00001659761,0.00008723052],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988451,0.0001155884,0.0005094086,0.00011915114,0.00024713852,0.00016362354],"domain_scores_gemma":[0.9977148,0.00010417933,0.0012387505,0.00061014196,0.00023740281,0.000094678966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044524306,0.00017547973,0.00033913818,0.00013266753,0.0010989193,0.00026252665,0.0009547649,0.0000789218,0.0001440049],"category_scores_gemma":[0.000037881444,0.00014121963,0.00022602941,0.00003541262,0.0005271954,0.00074304425,0.00052243005,0.0004331405,3.831174e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025714778,0.0015570042,0.017338362,0.0003055765,0.0025412617,0.000058579008,0.7122222,0.00034552193,0.019308006,0.08772936,0.058496118,0.09752653],"study_design_scores_gemma":[0.018508676,0.009399419,0.05065732,0.02646523,0.0041348496,0.0010863439,0.38253024,0.010569281,0.052368917,0.3652266,0.07398271,0.005070413],"about_ca_topic_score_codex":0.00019524897,"about_ca_topic_score_gemma":0.0010040435,"teacher_disagreement_score":0.32969198,"about_ca_system_score_codex":0.000019283441,"about_ca_system_score_gemma":0.000022199545,"threshold_uncertainty_score":0.84521097},"labels":[],"label_agreement":null},{"id":"W2594954928","doi":"10.21810/strm.v8i2.223","title":"Introduction: Celebrating Graduate Scholarship","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conversation; Scholarship; Champion; Session (web analytics); Graduate students; Media studies; Politics; Pleasure; Sociology; Library science; Political science; Psychology; Pedagogy; Law; Computer science","score_opus":0.047985285281759715,"score_gpt":0.3229908290906359,"score_spread":0.2750055438088762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594954928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7686958,0.002880519,0.0007968954,0.08943035,0.0014612699,0.0001417821,0.00001778289,0.000071543065,0.13650405],"genre_scores_gemma":[0.9943768,0.00021626896,0.00054025115,0.00003382484,0.002041231,0.0000038936387,0.0000045568563,0.000015016736,0.002768203],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99866104,0.00021223327,0.00059126713,0.00010799592,0.00028275,0.00014468718],"domain_scores_gemma":[0.9979889,0.00016856009,0.00064058864,0.00053935155,0.0006142652,0.000048344955],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077126484,0.00013061747,0.00024176834,0.00019446468,0.0005694119,0.00013965726,0.00058132404,0.000023168974,0.0015475216],"category_scores_gemma":[0.00015118463,0.00007770903,0.00018735247,0.000055400364,0.0004135728,0.0011357117,0.00042351268,0.00024670755,0.000063597545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003950454,0.0007688915,0.002011336,0.0000486966,0.0017101734,0.00003844261,0.16262662,0.000052518233,0.0032682065,0.30804053,0.11946731,0.40157223],"study_design_scores_gemma":[0.004301122,0.0028022234,0.0076170675,0.0039899214,0.0015287844,0.0006210949,0.39544138,0.00009477778,0.01100331,0.37114087,0.19971369,0.0017457558],"about_ca_topic_score_codex":0.000005063854,"about_ca_topic_score_gemma":0.0002198609,"teacher_disagreement_score":0.39982647,"about_ca_system_score_codex":0.00007946856,"about_ca_system_score_gemma":0.000028322085,"threshold_uncertainty_score":0.9993652},"labels":[],"label_agreement":null},{"id":"W2600658840","doi":"10.21810/strm.v7i2.130","title":"Being-in-the-Anthropocene: A Place-Based Understanding of Anthropogenic Climate Change","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Critical Theory and Philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Conceptualization; Phenomenology (philosophy); Anthropocene; Capitalism; Capital (architecture); Climate change; Epistemology; Context (archaeology); Sociology; Perspective (graphical); Environmental ethics; Political science; Philosophy; History; Politics; Archaeology; Geology; Law","score_opus":0.08871154021740489,"score_gpt":0.39578998739253357,"score_spread":0.30707844717512867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600658840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69033694,0.0016174082,0.003819589,0.14395638,0.00063396,0.00064566184,0.000049214592,0.00003412692,0.1589067],"genre_scores_gemma":[0.9987968,0.0008668037,0.00013504813,0.000051732462,0.00013264499,0.0000043486893,0.0000014798787,0.0000076291158,0.0000035085543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979096,0.0010056251,0.00048681916,0.00007712766,0.00031896157,0.00020186602],"domain_scores_gemma":[0.9978027,0.0013197331,0.00034099142,0.00035623604,0.00012170833,0.000058637466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023882159,0.00008879936,0.0002043365,0.00016004196,0.0005251039,0.000026773818,0.0007693827,0.00006790692,0.00013014491],"category_scores_gemma":[0.00012420044,0.000055356188,0.0001566297,0.00025434303,0.0010938572,0.00038959007,0.00015512796,0.0001903115,0.0000037455497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007119736,0.0005370166,0.0060902294,0.000037220063,0.000034596917,0.00001613941,0.028466685,0.000008714983,0.00024797439,0.95207196,0.00007604324,0.011701469],"study_design_scores_gemma":[0.0013709795,0.00072350405,0.0017896019,0.001969558,0.000067593195,0.000021166452,0.030076224,0.0000321547,0.0006862465,0.96236897,0.00071905303,0.0001749337],"about_ca_topic_score_codex":0.000014303241,"about_ca_topic_score_gemma":0.00010334869,"teacher_disagreement_score":0.30845985,"about_ca_system_score_codex":0.00020304501,"about_ca_system_score_gemma":0.000059672413,"threshold_uncertainty_score":0.40387276},"labels":[],"label_agreement":null},{"id":"W2603823148","doi":"10.21810/strm.v8i2.200","title":"Selling Marvelâ€™s Cinematic Superheroes Through Militarization","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Comics; Hollywood; Narrative; Militarization; Mainstream; Copycat; Popular culture; Filmography; Entertainment; Aesthetics; Film genre; Sociology; Media studies; Movie theater; Art; Advertising; Visual arts; Literature; Political science; Law; Art history; Politics; Psychology","score_opus":0.02738718307977563,"score_gpt":0.2778672875167812,"score_spread":0.2504801044370056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603823148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94653773,0.0019926096,0.004903881,0.012409247,0.0005775316,0.0001736061,0.0000209506,0.00003244434,0.033352014],"genre_scores_gemma":[0.9970027,0.0006555983,0.00085617544,0.000029709541,0.00023202662,0.0000037162383,0.000007631775,0.000014516476,0.0011979305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988509,0.00015906384,0.0006134981,0.00008658064,0.0001700399,0.000119908014],"domain_scores_gemma":[0.9984933,0.0003066499,0.0004121956,0.0003832428,0.0003655628,0.000039041723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036593757,0.00012606305,0.00023440653,0.00013593423,0.00041382166,0.00007385442,0.00044379337,0.00003297689,0.00070147077],"category_scores_gemma":[0.000040197167,0.00007524179,0.00015266408,0.000049662867,0.00026074247,0.0008341076,0.00019844776,0.00014402177,0.000012948731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040309873,0.00063533516,0.0019533676,0.0000909818,0.00044771636,0.000007953824,0.3824833,0.00005539077,0.0040157503,0.5649157,0.010593818,0.034397554],"study_design_scores_gemma":[0.002339635,0.0014605704,0.0020518927,0.0032639205,0.00018795121,0.00010261478,0.097794496,0.00041381267,0.0018782184,0.8496291,0.040307775,0.0005700363],"about_ca_topic_score_codex":0.000014030429,"about_ca_topic_score_gemma":0.0002761781,"teacher_disagreement_score":0.28471336,"about_ca_system_score_codex":0.000047182264,"about_ca_system_score_gemma":0.00003184101,"threshold_uncertainty_score":0.7680613},"labels":[],"label_agreement":null},{"id":"W2607751409","doi":"10.21810/strm.v9i1.234","title":"MA Defence: Spaces of convergence of genomics in a cancer clinical trial: A survey examining genomic literacy among medical oncologists in British Columbia by Dung Ha","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Genomics; Literacy; Convergence (economics); Clinical trial; Family medicine; Medicine; Library science; Gerontology; Biology; Genetics; Political science; Internal medicine; Genome; Computer science; Gene; Law","score_opus":0.32650699588036236,"score_gpt":0.583832987404342,"score_spread":0.2573259915239796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607751409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567705,0.0018884917,0.000030629275,0.0011660478,0.0003108315,0.0004818299,0.000042872976,0.000003741859,0.00039852384],"genre_scores_gemma":[0.9799842,0.018848347,0.0008244043,0.00002718412,0.000076440025,0.00001933904,0.000020212481,0.000022372164,0.00017750662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934626,0.0017131434,0.0033544481,0.00027970367,0.0009124059,0.00027767685],"domain_scores_gemma":[0.9835206,0.010802852,0.003080382,0.0012615399,0.0010814628,0.0002531278],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.023545066,0.00012822932,0.0011398712,0.0001602475,0.00015452504,0.00012498749,0.002100328,0.000504664,0.00018490502],"category_scores_gemma":[0.023304202,0.00015610727,0.00021157603,0.00018206966,0.002066382,0.00036128453,0.0020306613,0.0031084856,8.641887e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056619463,0.0012619307,0.9751895,0.0001376159,0.00009187263,0.00010023263,0.001189585,0.000016559006,0.0002001189,0.0000058975115,0.00032485308,0.015819909],"study_design_scores_gemma":[0.01347107,0.0023561507,0.9748166,0.0058197244,0.00003907283,0.000054527452,0.0008347538,0.00082994613,0.00005438126,0.001594419,0.000018046627,0.0001113067],"about_ca_topic_score_codex":0.026017724,"about_ca_topic_score_gemma":0.3670709,"teacher_disagreement_score":0.3410532,"about_ca_system_score_codex":0.00038178032,"about_ca_system_score_gemma":0.001902088,"threshold_uncertainty_score":0.9991914},"labels":[],"label_agreement":null},{"id":"W2610219163","doi":"10.21810/strm.v7i1.120","title":"Telling the Fracking Truth: A Pentadic Analysis on the Rhetoric of the LNG Expansion in British Columbia","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Rhetoric; Rhetorical question; Government (linguistics); Liquefied natural gas; Natural gas; Political science; Hydraulic fracturing; Natural (archaeology); Public administration; Engineering; Petroleum engineering; Archaeology; History; Art; Waste management; Philosophy","score_opus":0.05669972299925268,"score_gpt":0.28945597479193,"score_spread":0.23275625179267734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610219163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96950674,0.0034699372,0.00004379384,0.0041202353,0.00034012584,0.00016587126,0.0000063558477,0.000007344892,0.022339616],"genre_scores_gemma":[0.99859387,0.0007157424,0.000030122887,0.00005900922,0.00009765426,0.000012086976,0.0000034980308,0.000009449112,0.00047857116],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979627,0.00070744974,0.0007353898,0.000083653926,0.000393043,0.000117740245],"domain_scores_gemma":[0.9966533,0.0009659375,0.0009061922,0.0010223221,0.00042240295,0.00002983736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014857384,0.00009079772,0.0002877556,0.00009600386,0.0010076291,0.0002673354,0.0015503555,0.000031609517,0.00009674405],"category_scores_gemma":[0.00014537132,0.000059939084,0.0002745833,0.00033716095,0.0004084785,0.00021654849,0.00077929645,0.00051382463,0.0000026543144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000388401,0.0021287915,0.083513096,0.00004593338,0.0029649562,0.000009595427,0.7298672,0.007210166,0.000056762696,0.07415445,0.034899086,0.06476154],"study_design_scores_gemma":[0.0016392187,0.00079753896,0.18719788,0.002439764,0.0012627864,0.00007230399,0.7165821,0.0031608143,0.00008873109,0.056452274,0.029821957,0.00048460846],"about_ca_topic_score_codex":0.00130992,"about_ca_topic_score_gemma":0.04206269,"teacher_disagreement_score":0.10368478,"about_ca_system_score_codex":0.00012367358,"about_ca_system_score_gemma":0.00006007313,"threshold_uncertainty_score":0.9754172},"labels":[],"label_agreement":null},{"id":"W2610909970","doi":"10.21810/strm.v4i1.71","title":"A Review of the Changing Roles of â€œThe Expertâ€ and â€œThe Publicâ€ in the Field of Risk Communication","year":2013,"lang":"en","type":"review","venue":"Stream Interdisciplinary Journal of Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Risk communication; Risk perception; Perception; Variety (cybernetics); Field (mathematics); Risk assessment; Psychology; Public relations; Risk management; Social psychology; Risk analysis (engineering); Business; Political science; Computer science; Computer security; Artificial intelligence","score_opus":0.04768584842464519,"score_gpt":0.4298689802846466,"score_spread":0.3821831318600014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610909970","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006173183,0.98821133,0.000029058165,0.00502111,0.00005927863,0.00078643276,0.000011192938,0.0000030411506,0.0052612396],"genre_scores_gemma":[0.022277534,0.97720647,0.00029426915,0.00009373327,0.000030224837,0.000039729654,0.000010730959,0.000010029003,0.000037258847],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946405,0.0033370405,0.0013929126,0.00009101433,0.00040619014,0.00013231709],"domain_scores_gemma":[0.9933779,0.0014514254,0.0035385126,0.0012701028,0.0003304845,0.000031562926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005088625,0.00016328221,0.00085170096,0.0003040113,0.00031859856,0.000035814002,0.0026155584,0.00012569751,0.000088929024],"category_scores_gemma":[0.00055585324,0.00008847774,0.0004415496,0.00060636207,0.00044837393,0.00027729047,0.0012066028,0.00058459176,9.394457e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007647092,0.00015200791,0.000037813836,0.00401403,0.00007890145,9.2685035e-8,0.05320268,0.0000012145931,6.0214614e-7,0.0022553215,0.003604668,0.93664503],"study_design_scores_gemma":[0.00025754678,0.0001620806,0.00033790316,0.18014371,0.00071218127,0.00001395703,0.09376171,0.000017017672,0.000004142668,0.0031328162,0.72126836,0.0001885715],"about_ca_topic_score_codex":0.0002928439,"about_ca_topic_score_gemma":0.00088102237,"teacher_disagreement_score":0.93645644,"about_ca_system_score_codex":0.00007595317,"about_ca_system_score_gemma":0.00013106145,"threshold_uncertainty_score":0.4860402},"labels":[],"label_agreement":null},{"id":"W2611418162","doi":"10.21810/strm.v9i1.232","title":"Public Event: Dallas Smythe Memorial Lecture: Life and Liberatory Communications in the Age of Trump","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Thursday; Media studies; Politics; Event (particle physics); History; Sociology; Political science; Law","score_opus":0.07720331074778368,"score_gpt":0.39168034320761397,"score_spread":0.3144770324598303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611418162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87473506,0.0024916327,0.00006315785,0.08863074,0.00060680875,0.00025818602,0.000009389845,0.000008017946,0.03319698],"genre_scores_gemma":[0.99717236,0.002022306,0.000320542,0.00011480587,0.00033028077,0.0000068426903,0.000007023773,0.0000072434123,0.000018593299],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99768347,0.0012656928,0.00050342537,0.000063051724,0.00032071333,0.00016362625],"domain_scores_gemma":[0.99671614,0.00094862154,0.00078950706,0.0012314725,0.00022463771,0.00008962224],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017073865,0.00008636381,0.00022723943,0.0001088251,0.001537632,0.00019517436,0.00273989,0.00010523147,0.00001655289],"category_scores_gemma":[0.0011974467,0.00006571238,0.00010325542,0.000106208674,0.0013755244,0.00046216193,0.0007165179,0.00047986445,0.0000011394264],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022557609,0.0010316634,0.072564416,0.000044397824,0.00023573352,0.000011547566,0.7053555,0.000010099931,0.00037980574,0.16337577,0.0034081526,0.053357337],"study_design_scores_gemma":[0.0032153318,0.0007503403,0.22856441,0.00072662876,0.00022832658,0.0000410091,0.24699597,0.00011502486,0.00023518187,0.44259784,0.0760465,0.00048345356],"about_ca_topic_score_codex":0.00025311188,"about_ca_topic_score_gemma":0.0034430206,"teacher_disagreement_score":0.45835954,"about_ca_system_score_codex":0.00007135504,"about_ca_system_score_gemma":0.00033310568,"threshold_uncertainty_score":0.99976224},"labels":[],"label_agreement":null},{"id":"W2611899925","doi":"10.21810/strm.v7i2.145","title":"Public Event: Global to Village: Grounding Communication Research in Rural China","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"China; Event (particle physics); Ethnography; Harbour; Field research; Geography; Telecommunications; Media studies; Public relations; Sociology; Library science; Political science; Engineering; Computer science; Social science; Archaeology","score_opus":0.24505414706791429,"score_gpt":0.5590735647990147,"score_spread":0.3140194177311004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611899925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79211414,0.00088611187,0.00010299753,0.07504942,0.00032478233,0.00026956457,0.0000036876088,0.000019725445,0.13122958],"genre_scores_gemma":[0.9978547,0.0004107742,0.001135859,0.0000700704,0.0002181608,0.0000130243925,0.000015360658,0.000009970312,0.00027204579],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9953454,0.002724081,0.0007001767,0.00010392896,0.00075547554,0.00037090867],"domain_scores_gemma":[0.9970302,0.0003126859,0.00036641132,0.000723113,0.0011224368,0.00044515278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008360342,0.00011007369,0.00021552495,0.0005227233,0.00079695927,0.00025450185,0.0018198221,0.000106165375,0.00005842717],"category_scores_gemma":[0.0010031941,0.00010784239,0.00008772192,0.0013512861,0.00031480828,0.00086060987,0.00089577725,0.0006226263,0.00004495298],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041927779,0.0011746512,0.033381782,0.000019306992,0.000051584073,0.0000062914996,0.4812215,0.00031030932,0.000047877926,0.15276104,0.012956022,0.31765035],"study_design_scores_gemma":[0.002000904,0.00072398316,0.13877109,0.0013734655,0.000022699765,0.00008710786,0.55735004,0.00042277426,0.000040178424,0.22676654,0.07196537,0.0004758247],"about_ca_topic_score_codex":0.0025186779,"about_ca_topic_score_gemma":0.007385605,"teacher_disagreement_score":0.31717452,"about_ca_system_score_codex":0.0016177781,"about_ca_system_score_gemma":0.00094494777,"threshold_uncertainty_score":0.6129647},"labels":[],"label_agreement":null},{"id":"W2612443877","doi":"10.21810/strm.v9i1.233","title":"Public Event: Stream Sessions","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Presentation (obstetrics); Session (web analytics); Miller; Ethnic group; Constructivism (international relations); Sociology; Politics; Media studies; Pedagogy; Psychology; Political science; Computer science; Medicine","score_opus":0.10922439510198402,"score_gpt":0.3532349479651509,"score_spread":0.24401055286316692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612443877","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2079727,0.005045787,0.00061146845,0.051258277,0.0013879708,0.00022167485,0.00003438696,0.000066158434,0.7334016],"genre_scores_gemma":[0.9943381,0.0012031025,0.00027636078,0.00003736423,0.00031376997,0.000010144913,0.000012506663,0.000015690724,0.0037929802],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986526,0.00018105956,0.0006454615,0.00009343995,0.00025876804,0.00016871472],"domain_scores_gemma":[0.9957789,0.00016953354,0.001417608,0.0018224724,0.0007174419,0.000094026174],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00051008357,0.00015139574,0.00028592622,0.0001412957,0.0039795097,0.00054350635,0.002266777,0.000042467247,0.00041941623],"category_scores_gemma":[0.00012410972,0.00011579601,0.00021792458,0.00002300979,0.0006147687,0.0012729097,0.001841032,0.0003974747,0.00004350428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001605243,0.0012442925,0.0045893425,0.000029495099,0.00063566107,0.000010274364,0.09756323,0.000018179224,0.000057290024,0.66374373,0.047345754,0.18460223],"study_design_scores_gemma":[0.0021766105,0.0009292806,0.029964935,0.0012403298,0.00026211017,0.00014432736,0.12977926,0.00037656457,0.00014745144,0.2117956,0.62247396,0.00070957077],"about_ca_topic_score_codex":0.000028762004,"about_ca_topic_score_gemma":0.0003594689,"teacher_disagreement_score":0.7863654,"about_ca_system_score_codex":0.00007820104,"about_ca_system_score_gemma":0.000075373806,"threshold_uncertainty_score":0.9973172},"labels":[],"label_agreement":null},{"id":"W2614023629","doi":"10.21810/strm.v7i2.128","title":"Urban Prophets: Creating Graffiti as a Means of Negotiating the Constructs of Urban Public Spaces","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Graffiti; Public space; Ideology; Sociology; Aesthetics; Right to the city; Visual arts; Public administration; Political science; Law; Art; Politics; Engineering; Architectural engineering","score_opus":0.023875264555581404,"score_gpt":0.32970607248844713,"score_spread":0.3058308079328657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614023629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8918484,0.0013196466,0.00036298585,0.023332741,0.00025836742,0.00029609533,0.000013886405,0.000025916688,0.082542],"genre_scores_gemma":[0.9978288,0.0003237549,0.0013653582,0.0000152689,0.00016430722,0.0000062649556,0.0000020991242,0.000014828595,0.00027936557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99695754,0.0010458211,0.00091826415,0.00012112117,0.0006726071,0.00028465682],"domain_scores_gemma":[0.9944976,0.0013588475,0.0022826546,0.00068314094,0.0010553304,0.00012242138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023383975,0.0001452708,0.0003631532,0.00020308886,0.0007161985,0.00011431708,0.0016221984,0.00009190378,0.000103620536],"category_scores_gemma":[0.0016074919,0.00008707908,0.00018171636,0.00047039523,0.0016362027,0.0012023365,0.00068295136,0.0002666319,0.0000033258868],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035835302,0.00080511323,0.15310363,0.00007982826,0.00070482324,0.000007120832,0.35356253,0.00007200076,0.0077511426,0.41083902,0.012414684,0.060301747],"study_design_scores_gemma":[0.0040060454,0.0028769248,0.022855122,0.00552342,0.00039665945,0.00026393577,0.872306,0.00050472724,0.00727715,0.054912675,0.02822044,0.0008569098],"about_ca_topic_score_codex":0.00026648978,"about_ca_topic_score_gemma":0.000610268,"teacher_disagreement_score":0.51874346,"about_ca_system_score_codex":0.00017983837,"about_ca_system_score_gemma":0.00060529733,"threshold_uncertainty_score":0.6028657},"labels":[],"label_agreement":null},{"id":"W2616757304","doi":"10.21810/strm.v7i2.172","title":"MA Defence: â€œCreativity Within Constraints: Encoding, Production, and Representation in Battlestar Galacticaâ€ by Philippa Adams","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Creativity; Encoding (memory); Representation (politics); Production (economics); Sociology; Psychology; Social psychology; Political science; Law; Cognitive psychology; Economics; Microeconomics","score_opus":0.03977370515227995,"score_gpt":0.3641000483251446,"score_spread":0.32432634317286463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616757304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8855193,0.00081706664,0.00016676915,0.007756982,0.00032853783,0.00021507379,0.0000074803684,0.000016492815,0.10517227],"genre_scores_gemma":[0.9975852,0.00055338995,0.0007393754,0.000016174972,0.000087344786,0.0000054827356,0.000011520243,0.000006958475,0.0009945561],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984307,0.00044058723,0.00047990956,0.00013506079,0.0003664705,0.00014724306],"domain_scores_gemma":[0.998526,0.00019604791,0.00049304025,0.00025927383,0.00034261832,0.00018306375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019121121,0.00009520739,0.00019447779,0.00012144057,0.00012907587,0.00009868771,0.00030740662,0.00006488769,0.000025180725],"category_scores_gemma":[0.0012722963,0.000086397355,0.000043031072,0.00023758934,0.0007898322,0.0011644874,0.00018972102,0.0002825805,0.0000024781166],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008688855,0.0014722054,0.1703271,0.000044779674,0.00012725216,0.00003279528,0.48598516,0.00033845077,0.0020662334,0.009154843,0.019999146,0.30958316],"study_design_scores_gemma":[0.0029068042,0.0015399507,0.042072434,0.0023869837,0.00015654738,0.0004752072,0.8617694,0.00028388042,0.0030222805,0.06445089,0.02013548,0.0008001567],"about_ca_topic_score_codex":0.000087499735,"about_ca_topic_score_gemma":0.00095519563,"teacher_disagreement_score":0.37578422,"about_ca_system_score_codex":0.00019723018,"about_ca_system_score_gemma":0.00023669483,"threshold_uncertainty_score":0.3523182},"labels":[],"label_agreement":null},{"id":"W2668431298","doi":"10.21810/strm.v7i2.150","title":"Engaging the Worlds of Gender, Security and Culture Change: A review of SFU-CUC Global Communication Program 2015 Capstone Presentations","year":2015,"lang":"en","type":"review","venue":"Stream Interdisciplinary Journal of Communication","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Capstone; China; Work (physics); Sociology; Action (physics); Public relations; Media studies; Political science; Engineering; Computer science","score_opus":0.09497902883075833,"score_gpt":0.46829927033443064,"score_spread":0.3733202415036723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2668431298","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009491951,0.98939943,0.000021308364,0.0023033223,0.00015525054,0.001603873,0.000069210386,0.000019667457,0.0063330387],"genre_scores_gemma":[0.0087460065,0.9889666,0.0017472567,0.000021175401,0.00013233046,0.00013527097,0.00015282306,0.000018302157,0.000080262456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99415207,0.0030511506,0.0016466465,0.00016682656,0.0007579949,0.00022528855],"domain_scores_gemma":[0.993648,0.0003815703,0.0034324343,0.0010790669,0.0012972106,0.00016170554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00409001,0.0002971664,0.0012929763,0.00018707462,0.00069652323,0.00006314337,0.0019192841,0.00022245721,0.000022965607],"category_scores_gemma":[0.00024870242,0.0002064433,0.00048886304,0.0008838991,0.000813193,0.00047564413,0.0013041432,0.0008648898,0.0000015261564],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030332123,0.0005875883,0.000073166484,0.014277534,0.0005525614,0.0000024649237,0.17909317,7.8360534e-7,6.9867966e-8,0.0010572819,0.043506037,0.760819],"study_design_scores_gemma":[0.0002834881,0.00018357352,0.00013065766,0.0665278,0.0012773883,0.000095638316,0.042250123,0.000007524962,3.9661506e-7,0.0051315236,0.8838564,0.00025545218],"about_ca_topic_score_codex":0.00036338452,"about_ca_topic_score_gemma":0.00081565656,"teacher_disagreement_score":0.8403504,"about_ca_system_score_codex":0.00034607097,"about_ca_system_score_gemma":0.0008527128,"threshold_uncertainty_score":0.8418514},"labels":[],"label_agreement":null},{"id":"W2727761437","doi":"10.21810/strm.v3i1.25","title":"Government Imposition of Sustainable Business Practices in the Arts: A Saving Grace?","year":2009,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"The arts; Government (linguistics); Sustainability; Business; Public relations; Political science","score_opus":0.03546930268394963,"score_gpt":0.3577490513003265,"score_spread":0.32227974861637687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727761437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89902115,0.0007937812,0.00005275045,0.07713171,0.000054602086,0.00021972152,0.0000012204367,0.000004423428,0.022720657],"genre_scores_gemma":[0.99844503,0.00051728054,0.00032943138,0.000051379895,0.00005274912,0.0000030353472,0.000003162977,0.0000022178763,0.0005957076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985903,0.00031529888,0.00044866937,0.00005483712,0.00044972458,0.000141157],"domain_scores_gemma":[0.9979911,0.00021935723,0.0011915731,0.00020974422,0.00035909266,0.000029140294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017659041,0.00006772012,0.00013868354,0.0000523699,0.00040875835,0.00009246367,0.00059311127,0.000050376006,0.00003056796],"category_scores_gemma":[0.00026214457,0.000045865396,0.000053417687,0.00038918635,0.00010003187,0.0007694849,0.00013626808,0.00024899436,4.5658413e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001655718,0.0037406986,0.020527083,0.00008929562,0.00018071338,0.00015713177,0.62022626,0.0008263325,0.0036197575,0.091764264,0.088756084,0.16845666],"study_design_scores_gemma":[0.0004536387,0.0004121772,0.25070128,0.00051206356,0.00004486996,0.000052304837,0.71177,0.000015006062,0.00028411034,0.015521222,0.020104421,0.0001289034],"about_ca_topic_score_codex":0.00031952656,"about_ca_topic_score_gemma":0.00073706114,"teacher_disagreement_score":0.23017418,"about_ca_system_score_codex":0.0003349982,"about_ca_system_score_gemma":0.00013023886,"threshold_uncertainty_score":0.314388},"labels":[],"label_agreement":null},{"id":"W2731216545","doi":"10.21810/strm.v4i1.56","title":"Enclosure and emancipation in scholarly journals publishing: Overview, critical, global and communication perspectives","year":2011,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Emancipation; Publishing; Enclosure; Sociology; Media studies; Scholarly communication; Social science; Political science; Library science; Computer science; Politics; Law; Telecommunications","score_opus":0.5381497618845964,"score_gpt":0.5839818271858536,"score_spread":0.04583206530125716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731216545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9194027,0.05869118,0.0011128678,0.009883189,0.000101085636,0.00014134713,0.000015793525,0.000007070763,0.010644734],"genre_scores_gemma":[0.98165363,0.010361779,0.007877929,0.00003532827,0.000027603646,0.0000038713447,0.0000022488578,0.0000069527623,0.000030630214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99419993,0.0013684012,0.0013495245,0.0002842335,0.0025281243,0.00026979815],"domain_scores_gemma":[0.98953444,0.0025944817,0.0009363096,0.0010134917,0.0056000683,0.00032122218],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.023958845,0.00014905015,0.00037833222,0.009627264,0.0004970012,0.0051989155,0.0026664638,0.00015802056,0.00019516364],"category_scores_gemma":[0.024800815,0.00011299846,0.000104722625,0.016045742,0.00050837063,0.011578811,0.0028792813,0.0009401397,0.000005648745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038281272,0.0010590369,0.66291755,0.00002315618,0.00006477568,0.000022507293,0.03132405,0.000008274645,0.00019070179,0.026962124,0.0036518238,0.27339318],"study_design_scores_gemma":[0.0004974095,0.00034730078,0.7330231,0.00021257381,0.000013519,0.0001674457,0.023268297,0.00052265753,0.00003408026,0.2416218,0.00018615613,0.00010563005],"about_ca_topic_score_codex":0.000082557905,"about_ca_topic_score_gemma":0.00018785494,"teacher_disagreement_score":0.27328756,"about_ca_system_score_codex":0.00025503128,"about_ca_system_score_gemma":0.00015426344,"threshold_uncertainty_score":0.99583375},"labels":[],"label_agreement":null},{"id":"W2735452735","doi":"10.21810/strm.v9i1.239","title":"PHD Defence: Gateway to Crisis: Discourse Coalitions, Extractivist Politics, and the Northern Gateway Conflict by Bob Neubauer","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gateway (web page); Politics; Political science; Sociology; Law; Computer science; World Wide Web","score_opus":0.03267560624550507,"score_gpt":0.38956514294396327,"score_spread":0.3568895366984582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735452735","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39257672,0.002645622,0.00039933316,0.55041635,0.0002660646,0.00037825678,0.000056545894,0.000020027375,0.053241067],"genre_scores_gemma":[0.99550587,0.0021866218,0.00019427968,0.0002745143,0.0002196033,0.000015369558,0.00000405908,0.000013603372,0.001586067],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99820423,0.00056045974,0.00047548077,0.00013321328,0.00034184317,0.000284789],"domain_scores_gemma":[0.9975308,0.00041491332,0.0007867485,0.00078172446,0.00027994174,0.00020583466],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013076143,0.00015494999,0.00030535433,0.00007021701,0.005482087,0.00033791346,0.0012266282,0.000067221554,0.00002685501],"category_scores_gemma":[0.00033411742,0.00010104956,0.00013891674,0.000056622415,0.0022512376,0.00058761594,0.00081635296,0.00037450294,0.000011079967],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008810722,0.0007303741,0.02151038,0.000039098315,0.0007218491,0.000018090614,0.60768855,0.000026754573,0.00010827685,0.10437638,0.24695453,0.016944623],"study_design_scores_gemma":[0.0033011073,0.00052270107,0.067490816,0.00085582194,0.0004903307,0.000115410425,0.70816976,0.000059179314,0.00021681307,0.107918106,0.11017412,0.0006858521],"about_ca_topic_score_codex":0.0034509874,"about_ca_topic_score_gemma":0.005139634,"teacher_disagreement_score":0.6029292,"about_ca_system_score_codex":0.00011772425,"about_ca_system_score_gemma":0.00013285798,"threshold_uncertainty_score":0.99581265},"labels":[],"label_agreement":null},{"id":"W2740867263","doi":"10.21810/strm.v8i1.187","title":"Public Event: Commons Governance Workshop: Michel Bauwens of the P2P Foundation","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Thursday; Foundation (evidence); Commons; Corporate governance; Presentation (obstetrics); House of Commons; Event (particle physics); Center (category theory); Noon; Public administration; Political science; Library science; Sociology; History; Media studies; Management; Law; Computer science; Politics; Philosophy; Medicine","score_opus":0.038563701578938556,"score_gpt":0.3363822753085354,"score_spread":0.2978185737295968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740867263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67047805,0.0012615545,0.0004500865,0.27330878,0.00076843763,0.00023117327,0.000020628444,0.000018255434,0.053463],"genre_scores_gemma":[0.9971223,0.00088652957,0.00019839282,0.000056773886,0.0001431648,0.000003843632,0.0000031829832,0.000008663782,0.0015771425],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979173,0.00064235885,0.00055768865,0.000084060164,0.00061916106,0.00017943146],"domain_scores_gemma":[0.99681187,0.00066961313,0.0014002669,0.0006263819,0.00041512027,0.00007674754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014918727,0.000097999655,0.00018284246,0.000051310715,0.00059954845,0.00007926909,0.0018460383,0.00008199013,0.00030122502],"category_scores_gemma":[0.00027506633,0.000058657388,0.00019407763,0.00031963232,0.0005359036,0.0011189501,0.0007392869,0.0002077434,0.000008933765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041054652,0.0013147194,0.17771597,0.00005195457,0.0004767237,0.0000015188314,0.063047215,0.000022822302,0.004130627,0.33440527,0.037431,0.38099164],"study_design_scores_gemma":[0.0029626593,0.00056649785,0.45547855,0.004372092,0.00027353223,0.000024132996,0.09766464,0.0001490014,0.0032545005,0.16105996,0.27342805,0.0007663798],"about_ca_topic_score_codex":0.00011813081,"about_ca_topic_score_gemma":0.004532399,"teacher_disagreement_score":0.38022527,"about_ca_system_score_codex":0.00028986577,"about_ca_system_score_gemma":0.00021558996,"threshold_uncertainty_score":0.46113026},"labels":[],"label_agreement":null},{"id":"W2753919912","doi":"10.21810/strm.v7i1.118","title":"An Appraisal of Robert Brandom's Making it Explicit","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Deontic logic; Magnum opus; Inference; Epistemology; Presentation (obstetrics); Meaning (existential); Philosophy; Defeasible reasoning; Psychology; Cognitive science; Computer science; Artificial intelligence","score_opus":0.12294998444427721,"score_gpt":0.5528206537254579,"score_spread":0.4298706692811807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753919912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5971335,0.0019212967,0.02635086,0.04688634,0.0022129184,0.0006733193,0.000014584292,0.000069330126,0.32473785],"genre_scores_gemma":[0.98941296,0.00015049035,0.009606137,0.00030483142,0.00032090786,0.000011747505,0.000016019378,0.000027144657,0.00014975961],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9922663,0.005103665,0.0015669488,0.00012427043,0.0006941895,0.0002446543],"domain_scores_gemma":[0.9883787,0.006715445,0.0021655115,0.0010928864,0.0013998939,0.00024757927],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010751167,0.00014698807,0.00045016725,0.00020249329,0.0006185217,0.000014883395,0.0013763334,0.00027053885,0.0002014125],"category_scores_gemma":[0.0047237766,0.00012145946,0.00012187385,0.00020560519,0.00023177017,0.0009598245,0.0009597663,0.0037571008,0.00003076304],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016115267,0.005159178,0.0606134,0.0009816259,0.00094853464,0.000090225614,0.5567941,0.002864641,0.0061114696,0.0947547,0.19247884,0.063088045],"study_design_scores_gemma":[0.015844436,0.005461381,0.01550755,0.010397624,0.0006165937,0.00050147175,0.6113118,0.006646108,0.00072265,0.2851836,0.04692317,0.0008836111],"about_ca_topic_score_codex":0.000037984253,"about_ca_topic_score_gemma":0.00015006997,"teacher_disagreement_score":0.39227948,"about_ca_system_score_codex":0.00017829436,"about_ca_system_score_gemma":0.00050132,"threshold_uncertainty_score":0.9985413},"labels":[],"label_agreement":null},{"id":"W2757384193","doi":"10.21810/strm.v9i1.248","title":"Positioning Myself Between West and East","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reflexive pronoun; Sociology; Context (archaeology); Epistemology; Social science; Media studies; Social psychology; Psychology; History","score_opus":0.03746013015831567,"score_gpt":0.38702101187222887,"score_spread":0.3495608817139132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757384193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7997274,0.001039138,0.0008165355,0.03688494,0.0001269297,0.00011627177,0.0000043997493,0.000019689069,0.1612647],"genre_scores_gemma":[0.99681926,0.00092963665,0.0018187271,0.000012121629,0.00015512614,0.0000029248417,0.000010774276,0.0000072470098,0.0002441585],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988023,0.00036563101,0.00039945586,0.0000728562,0.0002340569,0.00012567098],"domain_scores_gemma":[0.9975785,0.00018062607,0.00091978366,0.0008622703,0.00034857995,0.00011026794],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014683022,0.00007657101,0.0001643446,0.00012574023,0.004064242,0.0005052613,0.0013233307,0.00008165996,0.00004575889],"category_scores_gemma":[0.00019231052,0.000072593924,0.0000756279,0.00006450569,0.0004804693,0.001529928,0.0007584728,0.0003240946,0.000006546794],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013180685,0.0004233504,0.16507511,0.000021824124,0.0003727892,0.0000063920393,0.27328956,0.000043757504,0.00022051284,0.18106343,0.0039320327,0.37541944],"study_design_scores_gemma":[0.0012277955,0.0002454492,0.78393435,0.00067557616,0.00017268654,0.000050180133,0.09953979,0.00018608772,0.000054490123,0.09892025,0.014670065,0.00032326323],"about_ca_topic_score_codex":0.000083716666,"about_ca_topic_score_gemma":0.00026509576,"teacher_disagreement_score":0.6188593,"about_ca_system_score_codex":0.0000906457,"about_ca_system_score_gemma":0.00009251362,"threshold_uncertainty_score":0.9972323},"labels":[],"label_agreement":null},{"id":"W2758626612","doi":"10.21810/strm.v9i1.247","title":"The Near and The Related","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Japanese History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"China; Event (particle physics); East Asia; Capital (architecture); Political science; History; Geography; Economy; Regional science; Ancient history; Law; Economics","score_opus":0.015888417927160493,"score_gpt":0.3325351828580455,"score_spread":0.316646764930885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758626612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56950045,0.007591838,0.0000065952354,0.1588098,0.0005084445,0.00016488122,8.827375e-7,0.000010644947,0.26340646],"genre_scores_gemma":[0.99581134,0.0014587248,0.000042626874,0.00002003463,0.00006369886,0.0000018802928,3.961908e-7,0.000002995044,0.002598328],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989985,0.00052598485,0.00019495329,0.000037014066,0.000163446,0.00008005056],"domain_scores_gemma":[0.99838835,0.00029000329,0.00057171285,0.00056172174,0.00014880263,0.000039429695],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002142824,0.000046539215,0.00009221725,0.000009460489,0.011119549,0.00035211566,0.0012586709,0.000047470858,0.000016813838],"category_scores_gemma":[0.0002701033,0.000022355494,0.000075937816,0.000027608723,0.0026160632,0.00035860523,0.0003743671,0.00032576185,0.0000045904053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007797143,0.00008047402,0.0016533666,0.000004847563,0.00018217463,0.000006969872,0.52387416,0.000018499251,0.000039307997,0.36554602,0.018171538,0.089642935],"study_design_scores_gemma":[0.0024420735,0.00018280729,0.031255335,0.00030273732,0.00014885797,0.00013726123,0.17879745,0.00020813549,0.000016942337,0.36185813,0.42446145,0.00018883761],"about_ca_topic_score_codex":0.000049752398,"about_ca_topic_score_gemma":0.00079351244,"teacher_disagreement_score":0.42631087,"about_ca_system_score_codex":0.000038389117,"about_ca_system_score_gemma":0.00006272855,"threshold_uncertainty_score":0.99016786},"labels":[],"label_agreement":null},{"id":"W2761040455","doi":"10.21810/strm.v9i1.243","title":"Introduction","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geopolitics; Sociology; Set (abstract data type); Space (punctuation); Media studies; Social science; Political science; Computer science; Law; Politics","score_opus":0.03180030686771079,"score_gpt":0.3810470190046939,"score_spread":0.3492467121369831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761040455","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3271076,0.0024955503,0.00055474136,0.3599992,0.0018500143,0.00023231845,0.0000023658356,0.00003495644,0.30772325],"genre_scores_gemma":[0.9934593,0.003583888,0.0011355712,0.000018409868,0.0009616964,0.000003898663,0.0000032562639,0.000005970749,0.0008280202],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887395,0.00031689394,0.00035619913,0.00006490752,0.00026431534,0.0001237416],"domain_scores_gemma":[0.99715906,0.000117551856,0.0010029889,0.0012121252,0.0004368216,0.000071450995],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014837505,0.00006662475,0.0001539798,0.000072110575,0.0034379954,0.00017162629,0.0017285057,0.000052970146,0.00014078201],"category_scores_gemma":[0.00047721696,0.000059551585,0.000100439975,0.00004762377,0.00049882097,0.0007757636,0.00076576386,0.00027006306,0.000017380391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037540845,0.0006040772,0.010533415,0.000019371295,0.00026845062,0.000007067582,0.10724165,0.00004471102,0.0006117688,0.20320925,0.11436151,0.56272334],"study_design_scores_gemma":[0.0011496247,0.00049677514,0.0779271,0.00035764358,0.00014010332,0.000047049693,0.094040886,0.00009985788,0.0005172879,0.095872976,0.72899693,0.00035376966],"about_ca_topic_score_codex":0.00011086512,"about_ca_topic_score_gemma":0.0008257847,"teacher_disagreement_score":0.6663517,"about_ca_system_score_codex":0.0001191707,"about_ca_system_score_gemma":0.00008702399,"threshold_uncertainty_score":0.9978594},"labels":[],"label_agreement":null},{"id":"W2761354944","doi":"10.21810/strm.v9i2.229","title":"Re-Orienting Refugee Representation? A Multimodal Analysis of Syrian Refugee Representation on the Social Media Platform \"Humans of New York\"","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Middle East Politics and Society","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Orientalism; Refugee; Narrative; Mainstream; Representation (politics); Semiotics; Social semiotics; Islam; Sociology; Syrian refugees; Social media; Media studies; Aesthetics; Gender studies; Epistemology; Literature; Political science; History; Politics; Art; Philosophy; Law","score_opus":0.10108255015431172,"score_gpt":0.4209452457104394,"score_spread":0.3198626955561277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761354944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765117,0.00008961986,0.00018646437,0.005136567,0.00023228419,0.00015949525,0.00002654718,0.000008296047,0.017649032],"genre_scores_gemma":[0.99861294,0.0000963553,0.00062261487,0.000016822849,0.0003225253,0.0000037298726,0.000032481777,0.0000111051595,0.00028143125],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973284,0.00047416796,0.0010305137,0.00015689312,0.00079945935,0.00021054271],"domain_scores_gemma":[0.99413663,0.0009461921,0.0031133846,0.0011154942,0.0005834818,0.00010481621],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021912446,0.00012943265,0.00045826772,0.00024101906,0.0021843582,0.00014179263,0.0015978849,0.00013093525,0.00011953293],"category_scores_gemma":[0.0011286834,0.00010345235,0.00057459925,0.00040104063,0.00070799416,0.0005215364,0.00047406103,0.00038956627,0.0000014970707],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035652056,0.00041364064,0.025911437,0.000018935103,0.0015939396,0.000002523739,0.8212565,0.00045071842,0.00034801982,0.13351974,0.002210478,0.01391755],"study_design_scores_gemma":[0.0016139357,0.00027785607,0.34541014,0.00057737215,0.0016324741,0.000001950678,0.57985866,0.00188108,0.0015438896,0.06575815,0.0011104415,0.00033406157],"about_ca_topic_score_codex":0.0009344676,"about_ca_topic_score_gemma":0.0050236364,"teacher_disagreement_score":0.31949872,"about_ca_system_score_codex":0.00016097918,"about_ca_system_score_gemma":0.00020433022,"threshold_uncertainty_score":0.99911463},"labels":[],"label_agreement":null},{"id":"W2761733446","doi":"10.21810/strm.v9i2.231","title":"Reverberations of the Arab Spring: Womenâ€™s Use of Information Technology in Morocco","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Democratization; Democracy; Political science; Social movement; Politics; Context (archaeology); Social media; Sociology; Gender studies; Political economy; Law; Geography","score_opus":0.10023687933582147,"score_gpt":0.42181327047771255,"score_spread":0.32157639114189107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761733446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97958803,0.00006614177,0.00016543569,0.017362863,0.00014485205,0.00018886261,0.0000089630985,0.000005526411,0.0024693205],"genre_scores_gemma":[0.997666,0.00017501546,0.0018755107,0.00004073575,0.000023813283,0.0000036352146,0.000002850541,0.0000034772954,0.00020895482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985816,0.00022342359,0.00076382636,0.00004572205,0.00026568995,0.00011977205],"domain_scores_gemma":[0.99663377,0.00012166133,0.0017338835,0.0008063193,0.0006708041,0.00003357305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065810455,0.000073380485,0.00018368839,0.00022611851,0.00059509487,0.00008210006,0.0011573737,0.00009989356,0.000012887967],"category_scores_gemma":[0.0007697252,0.000055409124,0.00009204059,0.0001315728,0.00084682484,0.0018163505,0.0004964625,0.00025616167,0.0000012952007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014803612,0.0005365834,0.5380197,0.00006924219,0.00015299077,0.0000011380736,0.29251423,0.0024345962,0.003530961,0.15154828,0.0020442023,0.009000017],"study_design_scores_gemma":[0.0007574976,0.00012375775,0.9041466,0.0007008695,0.000048625967,0.000012028675,0.06770448,0.00044314645,0.0053386074,0.013101686,0.007464112,0.00015860224],"about_ca_topic_score_codex":0.00093757984,"about_ca_topic_score_gemma":0.004526175,"teacher_disagreement_score":0.36612687,"about_ca_system_score_codex":0.00037814307,"about_ca_system_score_gemma":0.00031573846,"threshold_uncertainty_score":0.4577049},"labels":[],"label_agreement":null},{"id":"W2762438518","doi":"10.21810/strm.v9i2.242","title":"MA Defence: Challenging Knowledge Divides","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Harbour; Knowledge translation; Computer science; Knowledge management","score_opus":0.1720661287527832,"score_gpt":0.49117257099639633,"score_spread":0.3191064422436131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762438518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9505124,0.0038309027,0.00084040675,0.015869087,0.00060163037,0.00015775999,0.0000013441963,0.000016828722,0.028169647],"genre_scores_gemma":[0.996907,0.0013878678,0.0009402972,0.000029687286,0.0003833673,0.000005601617,0.0000064608626,0.000013824698,0.0003258888],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998868,0.00008648487,0.0006198453,0.000096067415,0.00017005736,0.00015958035],"domain_scores_gemma":[0.99734664,0.0001835153,0.00072702044,0.0010169504,0.00058780547,0.00013806399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071923423,0.000106896056,0.00024964166,0.00016096787,0.0010007137,0.0000842454,0.0006249341,0.00008334136,0.000078636185],"category_scores_gemma":[0.000296981,0.00008897455,0.00015204214,0.00005129699,0.0001934974,0.0004824123,0.00041550398,0.00042779607,0.000040561124],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067705486,0.0010910198,0.09505112,0.00021111236,0.00019081865,0.00003161006,0.032882057,0.00005802782,0.0014804729,0.002267401,0.004317279,0.861742],"study_design_scores_gemma":[0.001068301,0.005098158,0.69610053,0.013018002,0.00072311563,0.002963876,0.09236193,0.0050158193,0.044928268,0.12741154,0.010404508,0.0009059262],"about_ca_topic_score_codex":0.00003394085,"about_ca_topic_score_gemma":0.000069014764,"teacher_disagreement_score":0.8608361,"about_ca_system_score_codex":0.00014066334,"about_ca_system_score_gemma":0.00016738662,"threshold_uncertainty_score":0.7696782},"labels":[],"label_agreement":null},{"id":"W2762987576","doi":"10.21810/strm.v9i2.240","title":"PHD Defence: Inventing Havana in Thin Air: Sound, Space, and the Making of Sonic Citizenship by Vincent Andrisani","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Citizenship; Sound (geography); Space (punctuation); Sociology; Art; Art history; Media studies; Political science; Acoustics; Philosophy; Politics; Law; Physics; Linguistics","score_opus":0.03896195188641377,"score_gpt":0.2926551854876042,"score_spread":0.25369323360119045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762987576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090408,0.0063912272,0.00006119556,0.0045949006,0.0002679088,0.00016034095,0.000011909535,0.0000071210425,0.07946461],"genre_scores_gemma":[0.99926275,0.00011561737,0.00007874166,0.000057837195,0.0000943108,0.0000030980382,0.0000032536188,0.0000081296375,0.00037627932],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99892586,0.00023365134,0.0004793425,0.000079677906,0.00016711158,0.00011435128],"domain_scores_gemma":[0.9981374,0.000099764715,0.001096901,0.00051752944,0.0001265874,0.000021831936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009241182,0.00010790701,0.000254185,0.000061096514,0.0012824981,0.0001482134,0.0007311654,0.00004287746,0.00013820129],"category_scores_gemma":[0.00006474029,0.000071570685,0.00011206407,0.000015804753,0.00091202586,0.00034918453,0.0003871332,0.00042264076,0.0000011786768],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010501249,0.00029969544,0.009735799,0.00015761168,0.00024116453,0.000012262575,0.59711164,0.00006539737,0.00036404052,0.35041487,0.03342836,0.0071190232],"study_design_scores_gemma":[0.009540874,0.00082013156,0.011237827,0.0068228445,0.00045092023,0.00026811796,0.40654287,0.0015881162,0.00047389246,0.5067744,0.05463261,0.0008473504],"about_ca_topic_score_codex":0.000037568552,"about_ca_topic_score_gemma":0.002125587,"teacher_disagreement_score":0.1905688,"about_ca_system_score_codex":0.000079557976,"about_ca_system_score_gemma":0.000027078751,"threshold_uncertainty_score":0.98640686},"labels":[],"label_agreement":null},{"id":"W2763425058","doi":"10.21810/strm.v9i1.245","title":"Long Lost Lore of a ‘Land’ Called Home","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Casual; Rhetorical question; Sociology; Advertising; Political science; Law; Business; Art; Literature","score_opus":0.033833632964040614,"score_gpt":0.37280568351878507,"score_spread":0.33897205055474444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763425058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86631954,0.0011075106,0.000114852555,0.007359916,0.00026776188,0.000112932576,0.00000619291,0.0000067599444,0.12470454],"genre_scores_gemma":[0.9983975,0.0007001745,0.00023242088,0.0000115678695,0.00016026692,0.0000016083068,0.0000018162646,0.0000070684596,0.00048752362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887276,0.00016813935,0.00043874202,0.000069506685,0.00029663282,0.00015423229],"domain_scores_gemma":[0.99753165,0.00012620208,0.0011354907,0.0006994765,0.00041499114,0.00009220193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000719134,0.00008613266,0.0002720002,0.00007966033,0.0012425616,0.000088035624,0.0013724194,0.00006586448,0.000093498405],"category_scores_gemma":[0.00015446047,0.000072087554,0.0001670362,0.000058695285,0.0005721585,0.00034397122,0.0007325055,0.00021828478,0.000011502454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013292988,0.00084392156,0.48140958,0.00008225873,0.0008289742,0.00008054772,0.31992966,0.000045938625,0.00017482192,0.013012735,0.0049473923,0.17731486],"study_design_scores_gemma":[0.0019864868,0.00061911414,0.8847941,0.0010646301,0.0001620031,0.000039217946,0.091012806,0.000049529703,0.00012959997,0.014341539,0.0055042435,0.00029674455],"about_ca_topic_score_codex":0.00017388121,"about_ca_topic_score_gemma":0.0013423591,"teacher_disagreement_score":0.4033845,"about_ca_system_score_codex":0.00006298801,"about_ca_system_score_gemma":0.00010605377,"threshold_uncertainty_score":0.95569044},"labels":[],"label_agreement":null},{"id":"W2768304813","doi":"10.21810/strm.v9i2.237","title":"What's in a Word? Unpacking the Communicative Implications of Knowledge Translation as a Term","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Knowledge translation; Unpacking; Rhetoric; Relation (database); Affect (linguistics); Term (time); Translation studies; Translation (biology); Adaptation (eye); Sociology; Knowledge management; Linguistics; Psychology; Computer science; Communication","score_opus":0.08412178912598334,"score_gpt":0.39825404837041295,"score_spread":0.3141322592444296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768304813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63810253,0.016317382,0.00006265131,0.033795748,0.00035913242,0.00036129446,0.000016571057,0.000013561317,0.31097114],"genre_scores_gemma":[0.99716854,0.0022387437,0.0001461186,0.00002211615,0.0001039383,0.00001843274,0.0000110145775,0.00001322666,0.00027788716],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99853927,0.0003266073,0.0007562864,0.00009219167,0.00015643159,0.00012918568],"domain_scores_gemma":[0.99567235,0.0005495323,0.0014876153,0.0016687457,0.00059286336,0.000028895365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088862947,0.00013849288,0.00033746165,0.00021688279,0.0012980286,0.00038779774,0.0021497516,0.00003474281,0.00014630637],"category_scores_gemma":[0.00012319385,0.000095069394,0.00022226894,0.000061433806,0.0012014542,0.0016275232,0.00080160133,0.0003946662,0.0000061983324],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012916481,0.0006729643,0.0033505603,0.0000323546,0.0004836271,0.0000022814909,0.72080266,0.00004808987,0.00017406433,0.08249127,0.00051210023,0.19130084],"study_design_scores_gemma":[0.0014725062,0.000398025,0.081860274,0.0038797993,0.00051959546,0.00004209347,0.77368325,0.00030605527,0.0003868367,0.13309097,0.0039977296,0.00036286184],"about_ca_topic_score_codex":0.00009803511,"about_ca_topic_score_gemma":0.011692945,"teacher_disagreement_score":0.359066,"about_ca_system_score_codex":0.000068376015,"about_ca_system_score_gemma":0.000062920626,"threshold_uncertainty_score":0.99835175},"labels":[],"label_agreement":null},{"id":"W2770985196","doi":"10.21810/strm.v7i1.119","title":"Paradigms of the Religious Network Society","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Network society; Worship; Christianity; Sociology; Information society; Religious organization; Contemporary society; Spirituality; Media studies; Religious studies; Law; Political science; Social science; Philosophy","score_opus":0.04337771544715549,"score_gpt":0.28703621860849504,"score_spread":0.24365850316133955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770985196","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.335748,0.018814798,0.0002748918,0.014593529,0.0016812488,0.00045990042,0.000021472499,0.00005331162,0.6283529],"genre_scores_gemma":[0.9978166,0.00090884353,0.0005212644,0.000094683826,0.00029488673,0.0000047044505,0.000014684994,0.000017484668,0.00032681823],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983088,0.00029409706,0.0007993978,0.00007306522,0.00037585007,0.00014879934],"domain_scores_gemma":[0.99662715,0.00024193041,0.0011709108,0.0011855172,0.0006876533,0.00008683371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091381505,0.00013214364,0.0002619364,0.000047509984,0.00038947831,0.00011234568,0.0015707299,0.000055537326,0.000014841354],"category_scores_gemma":[0.00007648654,0.00008817489,0.000326939,0.00010011718,0.0006630228,0.00042443204,0.0009717861,0.00041576946,0.000007375554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000381013,0.0006487157,0.0035294823,0.00005778894,0.00040782586,0.0000017566542,0.19214329,0.0032752908,0.000053729254,0.26085624,0.5294431,0.009201794],"study_design_scores_gemma":[0.0010940852,0.00070132606,0.0011368098,0.0008635089,0.00015704494,0.000106401436,0.006296541,0.00081387814,0.00023518079,0.9363402,0.051997006,0.00025803398],"about_ca_topic_score_codex":0.000040756302,"about_ca_topic_score_gemma":0.00018426057,"teacher_disagreement_score":0.67548394,"about_ca_system_score_codex":0.000109584136,"about_ca_system_score_gemma":0.0001737935,"threshold_uncertainty_score":0.35956678},"labels":[],"label_agreement":null},{"id":"W2777937178","doi":"10.21810/strm.v9i1.246","title":"My Puerto Ricanness","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Latin American and Latino Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Epistemology; Sociology; Aesthetics; Philosophy","score_opus":0.03308127439834568,"score_gpt":0.39207426887577124,"score_spread":0.35899299447742555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777937178","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17789832,0.0010389559,0.0010860766,0.047319155,0.0005048765,0.00014543677,0.0000029277667,0.000031815405,0.7719724],"genre_scores_gemma":[0.99568975,0.00086699665,0.002231037,0.000037839647,0.00017231215,0.000002895169,9.137562e-7,0.000006488903,0.0009917746],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988587,0.00027893303,0.00034809348,0.00007376332,0.00028153043,0.00015896931],"domain_scores_gemma":[0.99750185,0.00019089243,0.0010619423,0.0007990522,0.000352488,0.000093804534],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008557742,0.00008429699,0.00021488963,0.00007183687,0.002869404,0.0002236633,0.001856439,0.000042822838,0.0000723527],"category_scores_gemma":[0.00035265353,0.00006924993,0.00012453923,0.000067915564,0.0008027194,0.0008265135,0.0009425598,0.00022994807,0.000009221755],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027306782,0.0006512011,0.040061887,0.000022627179,0.00043548725,0.000058601352,0.19467996,0.00004450202,0.00019618003,0.12304844,0.030038986,0.6104891],"study_design_scores_gemma":[0.002620669,0.0010966504,0.47173312,0.0011414697,0.00022072675,0.000101991296,0.24416754,0.0002862398,0.000403111,0.15705295,0.12024655,0.00092897995],"about_ca_topic_score_codex":0.00024131245,"about_ca_topic_score_gemma":0.0004962508,"teacher_disagreement_score":0.8177914,"about_ca_system_score_codex":0.00009473209,"about_ca_system_score_gemma":0.00012833333,"threshold_uncertainty_score":0.9984287},"labels":[],"label_agreement":null},{"id":"W2786828012","doi":"10.21810/strm.v9i1.244","title":"A Venezuelan Position on the Bolivarian Revolution","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Cultural and political discourse analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mainstream; Politics; Presidential election; Relation (database); Character (mathematics); Sociology; Political science; Gender studies; Media studies; Political economy; Law","score_opus":0.04488315791075049,"score_gpt":0.39578124161956174,"score_spread":0.35089808370881126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786828012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5349645,0.00025068643,0.000095671254,0.20626126,0.0002010713,0.00011048068,0.00000700126,0.000010814983,0.2580985],"genre_scores_gemma":[0.9985285,0.0002772594,0.000063128995,0.00010762905,0.000317962,0.000002525593,0.0000055927576,0.0000037895416,0.00069361686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988325,0.0004326681,0.00026040158,0.00005868863,0.00027904322,0.00013666735],"domain_scores_gemma":[0.99840873,0.00017372731,0.00051852275,0.0005924265,0.00022574607,0.00008082941],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00090210605,0.000068674985,0.00012372612,0.000048719696,0.0031360395,0.00022976434,0.0010350578,0.000051623574,0.00017111914],"category_scores_gemma":[0.0002605399,0.000041713723,0.00017752765,0.00005396796,0.00040068617,0.00045834342,0.00021787423,0.00026049576,0.00003051433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019684478,0.00030105427,0.0015631679,0.000005126411,0.00017427297,0.000009062727,0.022173079,0.000037876805,0.00040897142,0.94251233,0.01169863,0.020919608],"study_design_scores_gemma":[0.0007652681,0.00077284,0.23601748,0.001378929,0.00045552955,0.000057284735,0.057917092,0.00037704397,0.00055581954,0.6768022,0.024502689,0.00039779258],"about_ca_topic_score_codex":0.0003500087,"about_ca_topic_score_gemma":0.0007670659,"teacher_disagreement_score":0.463564,"about_ca_system_score_codex":0.00013108405,"about_ca_system_score_gemma":0.000062887804,"threshold_uncertainty_score":0.99816173},"labels":[],"label_agreement":null},{"id":"W2794453927","doi":"10.21810/strm.v10i1.251","title":"I/O: Reinforcing Newsmaking Practices Through Algorithmic Media","year":2018,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Gatekeeping; Objectivity (philosophy); News values; Computer science; Dominance (genetics); Modalities; Digital media; News media; Advertising; Political science; Internet privacy; Business; Sociology; World Wide Web; Epistemology; Social science","score_opus":0.06560570364304932,"score_gpt":0.41890276505901214,"score_spread":0.35329706141596284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794453927","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3876505,0.008204378,0.005599685,0.06478832,0.0023015162,0.0004881247,0.0000048198253,0.00011099168,0.53085166],"genre_scores_gemma":[0.98287493,0.004614769,0.011271781,0.0000782289,0.0009759534,0.000006064913,0.000005910836,0.000012020223,0.00016033594],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979121,0.0006321204,0.0006552366,0.00010101252,0.00046807888,0.0002314646],"domain_scores_gemma":[0.99529153,0.00091808604,0.0021849961,0.0007103919,0.000809669,0.000085352054],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019498442,0.00011764869,0.00023423693,0.000112341564,0.0017665232,0.000115149574,0.0014241679,0.0000920539,0.00013421591],"category_scores_gemma":[0.0010351379,0.00010406844,0.00011908876,0.00033415778,0.0006758554,0.0012968121,0.0008360458,0.00043268694,0.00002654197],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003349276,0.00027586365,0.0019998972,0.000020703967,0.0002577296,0.000008429464,0.62105453,0.000024163015,0.00041418048,0.059921317,0.012977494,0.30271077],"study_design_scores_gemma":[0.001441273,0.0013083699,0.0052358485,0.0014858642,0.0002614628,0.00011219758,0.53801674,0.0007022569,0.0010422945,0.105775796,0.34403706,0.00058082974],"about_ca_topic_score_codex":0.00037397305,"about_ca_topic_score_gemma":0.002804771,"teacher_disagreement_score":0.59522444,"about_ca_system_score_codex":0.0001892607,"about_ca_system_score_gemma":0.00020626523,"threshold_uncertainty_score":0.99953306},"labels":[],"label_agreement":null},{"id":"W2803954947","doi":"10.21810/strm.v10i1.256","title":"Public Sphere(s), Public Narratives, and Counter Public(s): Student Papers at the 2017 Canadian Communication Association","year":2018,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec à Montréal; Toronto Metropolitan University","funders":"","keywords":"Enthusiasm; Professionalization; Graduate students; Narrative; Association (psychology); Face (sociological concept); Political science; Library science; Sociology; Public university; Media studies; Public relations; Pedagogy; Psychology; Social science; Public administration","score_opus":0.04633032640112936,"score_gpt":0.3457675632248359,"score_spread":0.2994372368237066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803954947","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31996125,0.0061603845,0.000023484114,0.3861516,0.00042979128,0.00045290837,0.00001750657,0.000030617903,0.28677243],"genre_scores_gemma":[0.9888934,0.008305204,0.00025130136,0.00040802328,0.00023934369,0.000036565463,0.00005539152,0.000018087887,0.0017926948],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548835,0.0023194815,0.0007516784,0.00017759233,0.00077292084,0.00048998476],"domain_scores_gemma":[0.9943523,0.0007503055,0.0013511743,0.001358784,0.0018129314,0.00037455154],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050866916,0.0001988839,0.00029952335,0.00021122154,0.0065624826,0.0006507692,0.0024178827,0.00018309116,0.0005521136],"category_scores_gemma":[0.00063579297,0.00015482241,0.0001314922,0.00043085683,0.0012672609,0.001193823,0.0015936382,0.00062229,0.000035583005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015529527,0.0007100046,0.14889689,0.000019727342,0.0012432868,0.000004034008,0.44226804,0.0000027222202,0.00021357802,0.11533636,0.19130081,0.09984925],"study_design_scores_gemma":[0.000661956,0.00028936044,0.0525186,0.00013153286,0.000062393075,0.000023216018,0.18644989,0.000034806286,0.000012699439,0.0062303892,0.753319,0.00026615916],"about_ca_topic_score_codex":0.004271106,"about_ca_topic_score_gemma":0.6891705,"teacher_disagreement_score":0.68489933,"about_ca_system_score_codex":0.0022227808,"about_ca_system_score_gemma":0.0007539811,"threshold_uncertainty_score":0.99473083},"labels":[],"label_agreement":null},{"id":"W2887814387","doi":"10.21810/strm.v10i2.236","title":"From the Margins to the Centre(s) of Social Change: An Exploration of the Contributions of Latin American Communication Research","year":2018,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media and Digital Communication","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Conceptualization; Latin Americans; Decoloniality; Sociology; Epistemology; Citizen journalism; Social science; Political science; Law; Colonialism","score_opus":0.1350336836788489,"score_gpt":0.41804387680231647,"score_spread":0.28301019312346753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887814387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86061126,0.00046856972,0.013766205,0.12247401,0.00018887203,0.0007112111,0.00010027315,0.000012979273,0.0016666424],"genre_scores_gemma":[0.9969436,0.00013348796,0.0026372976,0.00006840981,0.00013358606,0.000018711813,0.000039559407,0.000007862385,0.000017489207],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.995735,0.0025284626,0.0008340128,0.000111245005,0.00063202606,0.00015925322],"domain_scores_gemma":[0.9921767,0.0013231809,0.0014472107,0.0028529433,0.0021438517,0.000056092882],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0024845717,0.0001065793,0.00025929924,0.00013562366,0.00078516116,0.0000692514,0.0057797413,0.000049664497,0.000008123501],"category_scores_gemma":[0.00037992082,0.00006118423,0.00013955166,0.0010719012,0.0010979864,0.0011794388,0.0030128583,0.00046055813,0.0000040657933],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006715751,0.0017012187,0.0044137593,0.000026109858,0.00024956753,3.072035e-7,0.6796449,0.00015333186,0.015949123,0.1525797,0.010270414,0.13434003],"study_design_scores_gemma":[0.0020610434,0.0037196726,0.49480212,0.0017951243,0.00019992818,0.000014565084,0.1889233,0.014590579,0.07402827,0.2092221,0.010140827,0.0005024889],"about_ca_topic_score_codex":0.0003983822,"about_ca_topic_score_gemma":0.0013392932,"teacher_disagreement_score":0.49072158,"about_ca_system_score_codex":0.000091478,"about_ca_system_score_gemma":0.00014434749,"threshold_uncertainty_score":0.99959946},"labels":[],"label_agreement":null},{"id":"W2899951212","doi":"10.21810/strm.v8i2.199","title":"Musical Artists Capitalizing on Hybrid Identities","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Hybridity; Musical; Lyrics; Popular music; Sociology; Visual arts; Aesthetics; Identity (music); Politics; Performing arts; Media studies; Art; Literature; Political science; Anthropology","score_opus":0.024907291392364795,"score_gpt":0.2675236930757739,"score_spread":0.2426164016834091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899951212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8536446,0.0004550794,0.00010006782,0.0019552489,0.00077756157,0.000062798026,0.000020624886,0.000025328525,0.1429587],"genre_scores_gemma":[0.9918122,0.000046320656,0.00004448301,0.000097227516,0.0005193918,0.000003336208,0.0000056040294,0.000011839555,0.0074595655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990438,0.00013136999,0.00041095025,0.0000840888,0.00021145398,0.00011832389],"domain_scores_gemma":[0.9988805,0.00011440643,0.0003603443,0.0003839131,0.00019888651,0.00006195942],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023877631,0.00011491418,0.00017729237,0.00010732834,0.00051439437,0.000083262916,0.00044711857,0.000025378575,0.0029485035],"category_scores_gemma":[0.000027884607,0.00006931007,0.00015578665,0.000015404521,0.0003240023,0.0005442053,0.00017829184,0.00019063169,0.00009748196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004883555,0.0006543095,0.0000723899,0.000037755053,0.00021433187,0.000097644675,0.16287586,0.000013103053,0.00271821,0.29423538,0.46256584,0.07602682],"study_design_scores_gemma":[0.002582068,0.0026881278,0.0016691068,0.0038289598,0.00020733583,0.0007670979,0.051322196,0.000029223505,0.004621576,0.22144046,0.7100039,0.0008399461],"about_ca_topic_score_codex":0.000002740831,"about_ca_topic_score_gemma":0.0001541413,"teacher_disagreement_score":0.24743806,"about_ca_system_score_codex":0.00010252451,"about_ca_system_score_gemma":0.000025945947,"threshold_uncertainty_score":0.99796295},"labels":[],"label_agreement":null},{"id":"W2910334260","doi":"10.21810/strm.v10i2.235","title":"Time-Space Analysis of Facebook News Feeds","year":2018,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Temporality; Sociality; Space (punctuation); Sociology; Spacetime; Aesthetics; Media studies; Computer science; Epistemology; Art","score_opus":0.020182611678813536,"score_gpt":0.3515520892090928,"score_spread":0.3313694775302793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910334260","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33795196,0.00027934837,0.0002834831,0.0036763756,0.00014547097,0.00012722536,0.0000101492615,0.000012819588,0.65751314],"genre_scores_gemma":[0.9891205,0.00026762078,0.0007116979,0.000025059308,0.00012236863,0.0000017444788,0.000009656415,0.0000063056295,0.009735047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998778,0.00022622691,0.00046178402,0.00006922803,0.00032470215,0.00014005236],"domain_scores_gemma":[0.998101,0.00019255307,0.00066341384,0.00040883658,0.00051861705,0.000115593466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007519029,0.00007879985,0.00029977807,0.00034344057,0.00015396591,0.000046808298,0.00074842916,0.000060874216,0.00047411266],"category_scores_gemma":[0.00010140172,0.00006739524,0.00026463962,0.0006224209,0.000732666,0.0004010797,0.00032238237,0.00013735761,0.000032073167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005871485,0.0008833523,0.007836104,0.000017384436,0.0029732273,0.00000638869,0.3026136,0.00030197055,0.0028524874,0.010298117,0.021016061,0.6506142],"study_design_scores_gemma":[0.0016073246,0.0031506962,0.035121992,0.0009130519,0.0034319025,0.000021432192,0.20935823,0.0019234116,0.002944135,0.012897437,0.7279193,0.00071112684],"about_ca_topic_score_codex":0.00004526119,"about_ca_topic_score_gemma":0.0011422659,"teacher_disagreement_score":0.7069032,"about_ca_system_score_codex":0.00008477787,"about_ca_system_score_gemma":0.00013244765,"threshold_uncertainty_score":0.5191201},"labels":[],"label_agreement":null},{"id":"W2921768737","doi":"10.21810/strm.v10i2.257","title":"A Critical Analysis of Canada's Sex Work Legislation","year":2018,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Sex work and related issues","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Framing (construction); Legislation; Sex work; Supreme court; Political science; Criminology; Government (linguistics); Law; Sociology; Geography","score_opus":0.01712664631530851,"score_gpt":0.3586358805824671,"score_spread":0.34150923426715857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921768737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8766393,0.0012566644,0.0006944403,0.010045771,0.0003589983,0.000067087756,0.0000021287817,0.000011262776,0.11092437],"genre_scores_gemma":[0.9984056,0.00014687442,0.000747192,0.00001952643,0.0001596077,6.979588e-7,0.0000053849035,0.0000049012574,0.0005102439],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99847424,0.00041199184,0.00050054846,0.000067696696,0.00039655552,0.00014899505],"domain_scores_gemma":[0.9979334,0.00048115844,0.00038187797,0.00031861756,0.0007922273,0.000092708855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009069782,0.00006870135,0.00024891327,0.00025938704,0.0005639291,0.000035609624,0.00052882516,0.00008185336,0.00028455243],"category_scores_gemma":[0.0003043906,0.000059039954,0.00013527335,0.0010136098,0.00056587,0.00020881901,0.00015630705,0.00021018175,0.0000016330065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079671957,0.00082728604,0.08110645,0.000018137209,0.0043223123,0.000017769578,0.79024583,0.0016452455,0.0002621424,0.013899993,0.033732407,0.073125705],"study_design_scores_gemma":[0.001326705,0.0016159578,0.2671536,0.0018544075,0.0053767064,0.000028486034,0.6122955,0.0039449288,0.0021640235,0.052747734,0.050568026,0.00092394854],"about_ca_topic_score_codex":0.014240222,"about_ca_topic_score_gemma":0.12597951,"teacher_disagreement_score":0.18604714,"about_ca_system_score_codex":0.00015959247,"about_ca_system_score_gemma":0.00037658674,"threshold_uncertainty_score":0.99232405},"labels":[],"label_agreement":null},{"id":"W2945979990","doi":"10.21810/strm.v11i1.261","title":"Digital Communications and Society: Student Proceedings from the 2018 Canadian Communication Association Annual Conference","year":2019,"lang":"fr","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Toronto Metropolitan University","funders":"","keywords":"Humanities; Digital humanities; Library science; Privilege (computing); Publishing; Art; Sociology; Political science; Law; Computer science","score_opus":0.015810208974642876,"score_gpt":0.2936139242072042,"score_spread":0.27780371523256137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945979990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49461767,0.09224711,0.000016588272,0.15942173,0.00089472084,0.00065513636,0.0014020674,0.000028211085,0.25071678],"genre_scores_gemma":[0.96670276,0.019548485,0.00037946503,0.00022814289,0.00031734555,0.0000135923965,0.00020729499,0.000030375346,0.012572555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976776,0.00030712716,0.00097645284,0.00019719912,0.0005099079,0.00033169484],"domain_scores_gemma":[0.9940394,0.0010012224,0.0016413303,0.0013770892,0.0017866933,0.00015423023],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012467722,0.00029809526,0.0004964616,0.00012453472,0.001984022,0.0014980725,0.0025373907,0.0001643064,0.00046695414],"category_scores_gemma":[0.00009106786,0.00024121405,0.00032143167,0.00013600806,0.0012230579,0.0022477705,0.0024354067,0.001051966,0.000075823526],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060638315,0.0006857556,0.06615068,0.00005227929,0.0036462334,0.0000017335213,0.6892383,0.000018132368,0.000020050162,0.07292363,0.13442692,0.032775626],"study_design_scores_gemma":[0.0007024649,0.00035023922,0.024187656,0.0015746641,0.00088061934,0.000021488195,0.7276712,0.0007046016,0.000006599147,0.00867658,0.2348626,0.000361285],"about_ca_topic_score_codex":0.012370232,"about_ca_topic_score_gemma":0.0634192,"teacher_disagreement_score":0.47208506,"about_ca_system_score_codex":0.0008792786,"about_ca_system_score_gemma":0.000252394,"threshold_uncertainty_score":0.9995385},"labels":[],"label_agreement":null},{"id":"W2950463680","doi":"10.21810/strm.v11i1.265","title":"Exploring Middle-Class Malaysian Parents' Perceptions and Concerns About Children's Internet Usage","year":2019,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"The Internet; Worry; Perception; Middle class; Mediation; Psychology; Qualitative research; Sociology; Political science; Social science; Computer science; Anxiety","score_opus":0.05961901545045648,"score_gpt":0.32149718156125306,"score_spread":0.26187816611079656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950463680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95805967,0.00032925242,0.00008230798,0.0022979865,0.00020575475,0.00015486235,0.0000049132873,0.00003531001,0.03882997],"genre_scores_gemma":[0.99759644,0.0012222548,0.0003756725,0.00002538954,0.00008399715,0.00000599345,0.000017043587,0.00001081223,0.00066241715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887806,0.00014619743,0.00042609844,0.00012943792,0.00022927237,0.0001909511],"domain_scores_gemma":[0.99898535,0.0001215694,0.00033729456,0.00032796588,0.00012672301,0.00010107194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042650176,0.00011781059,0.00021669717,0.0002081389,0.0002885176,0.00012695756,0.0006912455,0.00007721149,0.00018812985],"category_scores_gemma":[0.000046111756,0.00010958662,0.0000942151,0.00016738559,0.0003178131,0.0010629131,0.00069366884,0.00033784506,0.000041165178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015548176,0.00032374068,0.7796326,0.000020244579,0.00021064395,0.0000065259055,0.10635193,0.000022580663,0.00016606547,0.032657333,0.0011840535,0.07926878],"study_design_scores_gemma":[0.0013696015,0.0005298837,0.8716155,0.0011433894,0.00006483122,0.00011988539,0.1073784,0.00009536519,0.00017933847,0.011961928,0.0050864215,0.00045544564],"about_ca_topic_score_codex":0.00006305862,"about_ca_topic_score_gemma":0.00027833527,"teacher_disagreement_score":0.09198289,"about_ca_system_score_codex":0.00013579385,"about_ca_system_score_gemma":0.000067883804,"threshold_uncertainty_score":0.44688126},"labels":[],"label_agreement":null},{"id":"W2964603793","doi":"10.21810/strm.v11i1.263","title":"“Celebrate your bloom story”","year":2019,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Influencer marketing; Femininity; Beauty; Sociology; Empowerment; Promotion (chess); Advertising; Social media; Aesthetics; Social capital; Media studies; Gender studies; Art; Political science; Social science; Relationship marketing; Marketing; Business","score_opus":0.026966379298020815,"score_gpt":0.35133661308938907,"score_spread":0.32437023379136826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964603793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88541275,0.0011888057,0.000075944175,0.006060543,0.0008295688,0.00014988074,0.0000029667538,0.00002159799,0.10625791],"genre_scores_gemma":[0.99446076,0.0007720115,0.0005760344,0.000060919374,0.0002420408,0.0000023997475,0.0000063597295,0.000012230085,0.0038672478],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983537,0.000538085,0.00039265942,0.00009799717,0.00039851616,0.00021900974],"domain_scores_gemma":[0.99828905,0.00022001598,0.0005341203,0.00049809646,0.0002996983,0.00015900287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015844554,0.00010599726,0.00022459794,0.00014443268,0.00046970026,0.000058751506,0.0009554014,0.000097885066,0.00035941057],"category_scores_gemma":[0.00007892055,0.00009479048,0.0001584948,0.00015936367,0.00017799316,0.00045283776,0.00031107035,0.0004781202,0.000121158795],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005023498,0.001020447,0.036169834,0.00005966416,0.00035273973,0.00003114871,0.80863315,0.00020446238,0.005223602,0.01632767,0.035489082,0.095985875],"study_design_scores_gemma":[0.0024356882,0.0012242704,0.039518945,0.0006730592,0.00017850907,0.00010775334,0.76972634,0.00009750744,0.0015419053,0.030317944,0.153583,0.0005950552],"about_ca_topic_score_codex":0.000029160487,"about_ca_topic_score_gemma":0.00019336246,"teacher_disagreement_score":0.11809392,"about_ca_system_score_codex":0.0001442111,"about_ca_system_score_gemma":0.0002938993,"threshold_uncertainty_score":0.39352936},"labels":[],"label_agreement":null},{"id":"W3021073163","doi":"10.21810/strm.v11i1.271","title":"Urban-Rural Mobility through the Lens of Food Documentary: A Case Study of “A Bite of China: Season Two”","year":2019,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Dignity; Modernization theory; Resistance (ecology); Migrant workers; Modernity; Rural area; Geography; Sociology; Economic growth; Socioeconomics; Political science; Law; Economics; Ecology","score_opus":0.02346049746725756,"score_gpt":0.3585466633287157,"score_spread":0.3350861658614582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021073163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98673654,0.0016523041,0.000010154658,0.0020736512,0.00016314942,0.0005038499,0.000013532363,0.0000045470038,0.008842281],"genre_scores_gemma":[0.9994474,0.00029992257,0.000111806316,0.000007720944,0.000055775345,0.0000058906185,0.000002537789,0.000006227857,0.00006271034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99797183,0.0006928076,0.0007036697,0.00008145251,0.0004166285,0.00013359544],"domain_scores_gemma":[0.9974852,0.00030342297,0.0011819404,0.000599917,0.00039417,0.00003531679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097236387,0.000113622606,0.00040999474,0.000054997483,0.0003139406,0.000010233738,0.00068357965,0.000042707026,0.00003304125],"category_scores_gemma":[0.000058019625,0.00007242565,0.00019081027,0.00025637666,0.00047309962,0.00048646645,0.0005311391,0.00027738686,6.826742e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025096122,0.001864414,0.06302137,0.000048497674,0.00053748215,0.000007729499,0.9282989,0.00007580195,0.00034109596,0.0014014897,0.0010696399,0.0030826114],"study_design_scores_gemma":[0.0012521034,0.002987527,0.0193415,0.00029912675,0.00020957713,0.00005886512,0.9725081,0.000008503156,0.00048221194,0.0024092272,0.00035376553,0.00008953849],"about_ca_topic_score_codex":0.001703201,"about_ca_topic_score_gemma":0.0062959595,"teacher_disagreement_score":0.04420915,"about_ca_system_score_codex":0.00007808276,"about_ca_system_score_gemma":0.000100159574,"threshold_uncertainty_score":0.35132933},"labels":[],"label_agreement":null},{"id":"W3024914","doi":"10.21810/strm.v2i1.40","title":"Memories, Identity and Mother Russia: A Study of the Russian-Chechen Conflict","year":2009,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Chechen; Identity (music); Adversary; Collective identity; Ethnic group; Political science; Political economy; Sociology; Gender studies; Law; Computer security; Aesthetics; Politics","score_opus":0.033185116646612126,"score_gpt":0.35896814206704514,"score_spread":0.325783025420433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.945369,0.0007836832,0.00004084708,0.0047408105,0.00011241812,0.00019582458,0.000001764312,0.000008869938,0.04874677],"genre_scores_gemma":[0.99880207,0.00047060224,0.00013127047,0.000032461743,0.000060547845,6.8388823e-7,5.7886854e-7,0.000006837723,0.000494934],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982476,0.00075271196,0.00047099264,0.000065696564,0.00034854797,0.00011444045],"domain_scores_gemma":[0.9984811,0.00007903954,0.00064344855,0.00063315453,0.00010098438,0.0000622678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012281232,0.000091937094,0.00020460457,0.00007490969,0.00070660945,0.00006924595,0.0013352603,0.000048767954,0.000020757247],"category_scores_gemma":[0.000038586524,0.000053680065,0.00008859899,0.00019143012,0.00033678953,0.0005768908,0.00064788444,0.00035487313,0.0000012798478],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004805037,0.0035051478,0.090373814,0.000027490854,0.00035182675,0.00001537321,0.8017226,0.00004787327,0.000583181,0.04253305,0.0004925691,0.059866577],"study_design_scores_gemma":[0.0013598959,0.0012624175,0.79395396,0.00041198515,0.00012359982,0.00004717096,0.17315523,0.000022598686,0.00016969779,0.027582042,0.0017426395,0.00016876153],"about_ca_topic_score_codex":0.000121648234,"about_ca_topic_score_gemma":0.00091744174,"teacher_disagreement_score":0.70358014,"about_ca_system_score_codex":0.00005160016,"about_ca_system_score_gemma":0.00006453135,"threshold_uncertainty_score":0.543474},"labels":[],"label_agreement":null},{"id":"W3124816139","doi":"10.21810/strm.v12i1.285","title":"The social construction of blockchain privacy platforms","year":2020,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Blockchain; Internet privacy; The Internet; Usability; Encryption; Information privacy; Construct (python library); Computer security; Computer science; Privacy by Design; Cloud computing; World Wide Web","score_opus":0.017516075532941277,"score_gpt":0.29042561190495425,"score_spread":0.272909536372013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124816139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7915407,0.0008296924,0.13498983,0.07118398,0.00011669296,0.00017737919,0.0000037501902,0.00006113257,0.001096852],"genre_scores_gemma":[0.9831574,0.000121427176,0.016615313,0.000041889867,0.00004894682,0.000004931062,0.0000012589701,0.000004637306,0.0000042214297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989157,0.00007057263,0.0006071724,0.00009679883,0.00019584641,0.00011395308],"domain_scores_gemma":[0.99805987,0.00017418704,0.0008563695,0.0005738335,0.00028748612,0.00004827275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047965886,0.000089914385,0.00018649307,0.00007135403,0.0006218596,0.000039635866,0.0023697352,0.00008419919,0.0000033590147],"category_scores_gemma":[0.000050327148,0.000063044376,0.00012606244,0.00035737758,0.0003535329,0.00017655341,0.0013214814,0.0004230259,0.0000021643123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012680244,0.000181638,0.0005883066,0.000018664901,0.00013558636,0.000002415986,0.021068009,0.0000853202,0.0014002611,0.71752244,0.001787899,0.25708264],"study_design_scores_gemma":[0.0016313605,0.0012750386,0.00589634,0.00015135031,0.00007248955,0.00044893374,0.015135825,0.0520841,0.01866107,0.8989286,0.005337998,0.00037688643],"about_ca_topic_score_codex":0.0000012484611,"about_ca_topic_score_gemma":0.0000029235778,"teacher_disagreement_score":0.25670576,"about_ca_system_score_codex":0.000033636115,"about_ca_system_score_gemma":0.000066621345,"threshold_uncertainty_score":0.47829044},"labels":[],"label_agreement":null},{"id":"W3129026872","doi":"10.21810/strm.v12i1.283","title":"Same as it ever was","year":2020,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Narrative; Nothing; Value (mathematics); Music industry; Position (finance); Reset (finance); Advertising; Media studies; Aesthetics; Visual arts; Sociology; Business; Art; Literature; Computer science","score_opus":0.04388211341729837,"score_gpt":0.28810074563130805,"score_spread":0.2442186322140097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129026872","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20607872,0.0017720785,0.00006824567,0.051745735,0.0005911885,0.00013418082,0.000017180195,0.000041380576,0.7395513],"genre_scores_gemma":[0.9926629,0.00004662952,0.00012334523,0.0015725084,0.00060024124,0.0000019569102,0.0000142717345,0.000011207529,0.004966923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991339,0.00011715269,0.00040325613,0.0000738784,0.00017942081,0.00009241227],"domain_scores_gemma":[0.9990049,0.00004963129,0.00035340307,0.00027083253,0.00021969868,0.00010151823],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015448708,0.00010572013,0.00018961226,0.000043301032,0.00045919267,0.00007609461,0.0005723593,0.000037912796,0.008297781],"category_scores_gemma":[0.000028886345,0.000081546204,0.00015509923,0.000031741823,0.00017988768,0.00045204142,0.00025277698,0.00037475387,0.00018481413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025196676,0.00014648215,0.000024592164,0.00002468789,0.00009984862,0.000018930197,0.4633291,0.000033403034,0.00028339418,0.04253228,0.48747486,0.005780455],"study_design_scores_gemma":[0.0003960839,0.00057832466,0.00007034188,0.00018674751,0.00006230522,0.000063597,0.06395422,0.00006062121,0.00011454023,0.009569014,0.924798,0.00014619796],"about_ca_topic_score_codex":0.000007426428,"about_ca_topic_score_gemma":0.0001719005,"teacher_disagreement_score":0.7865842,"about_ca_system_score_codex":0.00004503241,"about_ca_system_score_gemma":0.00004541584,"threshold_uncertainty_score":0.9926088},"labels":[],"label_agreement":null},{"id":"W3136274262","doi":"10.21810/strm.v10i1.255","title":"\"Keeping the Road Clear between Us\"","year":2018,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Indigenous; Acknowledgement; Colonialism; Environmental ethics; Traditional knowledge; Hegemony; Sociology; Decolonization; Sustainable development; Engineering ethics; Political science; Ecology; Engineering; Law; Politics","score_opus":0.02215497977833788,"score_gpt":0.34831513805457526,"score_spread":0.3261601582762374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136274262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9121173,0.00029679036,0.00019515619,0.013161338,0.00029522853,0.000087223634,0.0000036988465,0.000014127847,0.07382911],"genre_scores_gemma":[0.9977487,0.00021821186,0.00046871096,0.00012679624,0.0011737373,0.0000010036694,0.0000023758992,0.000008045015,0.0002524591],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99867594,0.00038209403,0.00037968985,0.0000663571,0.00032301657,0.0001728903],"domain_scores_gemma":[0.9985377,0.00011747175,0.0005340661,0.0004275123,0.00031872568,0.00006453074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001028772,0.00007920086,0.00014795556,0.000053330496,0.0012670342,0.00010358292,0.0012609579,0.00007089668,0.00014041398],"category_scores_gemma":[0.00007783035,0.000052926753,0.00011023211,0.0001778946,0.0006614758,0.00059375475,0.00043085305,0.00036153648,0.00002881047],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005145389,0.00018493723,0.116736166,0.000017434608,0.00044779203,0.000009436294,0.3829492,0.00006181304,0.0007762626,0.01978889,0.064774394,0.41373914],"study_design_scores_gemma":[0.0006339186,0.0010427427,0.6917259,0.0005794267,0.0001234578,0.000038792074,0.048526343,0.000060967137,0.0014778391,0.07149815,0.18398978,0.0003026958],"about_ca_topic_score_codex":0.00019293217,"about_ca_topic_score_gemma":0.00046639133,"teacher_disagreement_score":0.57498974,"about_ca_system_score_codex":0.00011246437,"about_ca_system_score_gemma":0.00010141804,"threshold_uncertainty_score":0.97451305},"labels":[],"label_agreement":null},{"id":"W3136890949","doi":"10.21810/strm.v7i2.153","title":"Alighting the Milkmen, Bridegrooms, and Vagabonds: On Capital and Language","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Capitalism; Ambivalence; Sociology; Capital (architecture); Politics; Political economy; Media studies; Political science; Law; History; Social psychology; Psychology","score_opus":0.015078211223788029,"score_gpt":0.3340475339254607,"score_spread":0.31896932270167266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136890949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94422853,0.009299971,0.00008622814,0.02041605,0.00013064823,0.00010832769,0.000005609296,0.000016568307,0.025708055],"genre_scores_gemma":[0.99536943,0.0035934653,0.00027924954,0.00006846241,0.0002074613,0.0000035512146,0.000001257722,0.0000075150033,0.00046962],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99882513,0.00044054107,0.00030976388,0.00008224393,0.00020906782,0.00013327647],"domain_scores_gemma":[0.9976769,0.0013390789,0.00032878734,0.00041815746,0.00017399859,0.00006304298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011744708,0.0000919115,0.00014980217,0.00006691537,0.0010830535,0.00006576078,0.0005329553,0.000041826675,0.000022711882],"category_scores_gemma":[0.00051876146,0.00004879004,0.00004719542,0.00007461277,0.0005712537,0.00015838938,0.00046669113,0.00016726876,0.0000025688648],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018213295,0.00017934361,0.011896878,0.000016068476,0.00023136138,0.000013355596,0.66822255,0.0000017264571,0.00078522816,0.0698557,0.0031164142,0.24549927],"study_design_scores_gemma":[0.0026282421,0.0010692275,0.124316156,0.00237975,0.0002795146,0.00016616925,0.76088476,0.00004665246,0.000801296,0.07588911,0.030905025,0.0006340769],"about_ca_topic_score_codex":0.00019653386,"about_ca_topic_score_gemma":0.0010558306,"teacher_disagreement_score":0.2448652,"about_ca_system_score_codex":0.000061348175,"about_ca_system_score_gemma":0.0000428547,"threshold_uncertainty_score":0.83300817},"labels":[],"label_agreement":null},{"id":"W3137328021","doi":"10.21810/strm.v9i2.241","title":"MA Defence: Treading the Line","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Thursday; Line (geometry); Computer security; Political science; Computer science; Philosophy; Theology","score_opus":0.05061280594813336,"score_gpt":0.3931272258504003,"score_spread":0.34251441990226694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137328021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7251406,0.0025462278,0.003921813,0.1242576,0.0013942919,0.00045305604,0.000017933105,0.000052713516,0.14221577],"genre_scores_gemma":[0.9973683,0.001290758,0.0005741297,0.000030122199,0.00043412612,0.000004703572,0.000004682311,0.0000067517535,0.00028647162],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986835,0.00041682163,0.00035646185,0.000080184574,0.00030482048,0.00015820574],"domain_scores_gemma":[0.9972762,0.00020640242,0.0008889237,0.0012951412,0.00025657404,0.00007675119],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002118325,0.00008364822,0.00014286341,0.00007383402,0.004539423,0.00038531976,0.0032197284,0.00007335822,0.000061256105],"category_scores_gemma":[0.0008084279,0.000058820417,0.0001209326,0.00007019477,0.0005657979,0.0011830243,0.0015731867,0.00042909986,0.000014965343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009862838,0.0010367081,0.020136569,0.000047934544,0.0003584115,0.000037459264,0.22276348,0.00011620089,0.0015523547,0.06668023,0.035175946,0.65110844],"study_design_scores_gemma":[0.0020565398,0.0011173855,0.08275018,0.0013023932,0.0002756263,0.00023658502,0.110096104,0.00096623914,0.0023448146,0.7130554,0.085160896,0.00063785026],"about_ca_topic_score_codex":0.00038497223,"about_ca_topic_score_gemma":0.0017556663,"teacher_disagreement_score":0.65047055,"about_ca_system_score_codex":0.000122005746,"about_ca_system_score_gemma":0.0001134002,"threshold_uncertainty_score":0.99675655},"labels":[],"label_agreement":null},{"id":"W3137396517","doi":"10.21810/strm.v7i2.129","title":"Neoliberalism, P3s, and the Canadian Municipal Water Sector","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Technocracy; Public administration; Neoliberalism (international relations); Politics; Austerity; Accountability; Corporate governance; Political science; Business; Finance; Law","score_opus":0.013488500952047308,"score_gpt":0.28738788449620667,"score_spread":0.2738993835441594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137396517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8502939,0.00063211616,0.000014326848,0.12212652,0.00023612671,0.00011252836,0.000008509081,0.0000075251123,0.026568482],"genre_scores_gemma":[0.9974949,0.0007895949,0.000113578644,0.00027778134,0.00020825244,0.0000025872453,0.0000018873184,0.0000072669723,0.0011041913],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987999,0.00041816497,0.0002869013,0.00006231301,0.00021661104,0.0002160739],"domain_scores_gemma":[0.9990304,0.00014255896,0.0001937625,0.00033063677,0.00016554858,0.0001370835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093018526,0.0000819946,0.00015069713,0.000072609255,0.00097520935,0.000103377555,0.0007284702,0.00007414598,0.0002219195],"category_scores_gemma":[0.000043516353,0.000034756787,0.00007894284,0.00005544905,0.0008249785,0.0005322825,0.00027368375,0.00020852423,0.000008651291],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011003751,0.000077490324,0.009011559,0.000014148369,0.0003283162,0.000029066323,0.7226033,0.000023887193,0.0012525016,0.15351652,0.03298493,0.0790579],"study_design_scores_gemma":[0.0056363796,0.00036036657,0.042377524,0.0008021481,0.00014709089,0.00022883478,0.03044778,0.0000440196,0.0022683279,0.50751597,0.40966827,0.00050329586],"about_ca_topic_score_codex":0.034254614,"about_ca_topic_score_gemma":0.3651815,"teacher_disagreement_score":0.69215554,"about_ca_system_score_codex":0.00019973231,"about_ca_system_score_gemma":0.00014510426,"threshold_uncertainty_score":0.9721764},"labels":[],"label_agreement":null},{"id":"W3137453770","doi":"10.21810/strm.v10i1.250","title":"Facebook for Facebook's Sake","year":2018,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Aestheticism; Mainstream; Aesthetics; Beauty; Sociology; Dignity; Psychic; Philosophy of technology; Argument (complex analysis); Cyberpsychology; Media studies; Art; Social media; Computer science; Epistemology; Law; Political science; World Wide Web; Philosophy; Philosophy of science","score_opus":0.043893862194299374,"score_gpt":0.3955856252624661,"score_spread":0.35169176306816674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137453770","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11764088,0.0026071535,0.010681136,0.07362803,0.0018500874,0.0031719657,0.000028242735,0.00011276739,0.79027975],"genre_scores_gemma":[0.9933895,0.0011465332,0.0034503685,0.000085365005,0.00046031267,0.00007752824,0.000008058812,0.000012418453,0.0013699137],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854875,0.0003790752,0.0005090981,0.00008786936,0.00026654647,0.00020865514],"domain_scores_gemma":[0.9973557,0.0004932534,0.0005937029,0.00059536734,0.0008597962,0.00010218275],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015704754,0.000103123515,0.00021660903,0.00010803032,0.0015723187,0.00006456513,0.0011995754,0.00007882173,0.00023849936],"category_scores_gemma":[0.00020223584,0.00009203822,0.00016353093,0.00012333054,0.0006414868,0.0003127653,0.0005021927,0.00020809585,0.000041063617],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009579685,0.0005791297,0.0015336494,0.00003770911,0.0004090777,0.0000018274711,0.27625716,0.000017780305,0.0016493236,0.10709515,0.09498477,0.51647645],"study_design_scores_gemma":[0.0010259673,0.0010439779,0.0017583634,0.00031135703,0.00009134351,0.00001189732,0.07566416,0.00016726935,0.0010621374,0.053974602,0.8646536,0.00023535408],"about_ca_topic_score_codex":0.000034622895,"about_ca_topic_score_gemma":0.0013535541,"teacher_disagreement_score":0.87574863,"about_ca_system_score_codex":0.00015196,"about_ca_system_score_gemma":0.0001572308,"threshold_uncertainty_score":0.9997275},"labels":[],"label_agreement":null},{"id":"W3138256945","doi":"10.21810/strm.v12i1.279","title":"Re-writing history","year":2020,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Oral history; Narrative; Scholarship; Gender studies; Section (typography); Women's history; Sociology; History; World history; Literature; Anthropology; Political science; Art; Law","score_opus":0.06740243164672727,"score_gpt":0.29165742461439,"score_spread":0.22425499296766271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138256945","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23309012,0.023359843,0.00049199554,0.057584442,0.0011738936,0.00024750442,0.000021785749,0.00012282663,0.68390757],"genre_scores_gemma":[0.99700457,0.00010392308,0.00040048393,0.00042211462,0.000654143,0.0000023757318,0.000012498307,0.000020493719,0.0013794112],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985645,0.00024698063,0.0006976725,0.00011207126,0.00025254584,0.00012625231],"domain_scores_gemma":[0.9981666,0.00011517803,0.000792842,0.00037410486,0.0004320845,0.0001191873],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003284097,0.00014022502,0.00031291484,0.00016371408,0.00036481465,0.000048798902,0.00069968955,0.000035262517,0.0029333322],"category_scores_gemma":[0.00006405954,0.00012528857,0.00026550706,0.00005070016,0.00034343582,0.0006212852,0.0002878464,0.00044189152,0.00006413377],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038478637,0.00031422026,0.00043813486,0.00006755518,0.0003592204,0.000040808252,0.6336216,0.00012534396,0.00090097246,0.010978432,0.33400217,0.018766778],"study_design_scores_gemma":[0.0009849409,0.0014800226,0.00030267533,0.00042985502,0.0003365859,0.00002346078,0.3528261,0.0011777052,0.00038186958,0.004487618,0.6370964,0.00047278788],"about_ca_topic_score_codex":0.000014007263,"about_ca_topic_score_gemma":0.00023746076,"teacher_disagreement_score":0.76391447,"about_ca_system_score_codex":0.00036705015,"about_ca_system_score_gemma":0.00007914742,"threshold_uncertainty_score":0.99797815},"labels":[],"label_agreement":null},{"id":"W3138292356","doi":"10.21810/strm.v7i2.152","title":"PHD Defence: â€œComment Spaceâ€ by Geoffrey Glass","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Space (punctuation); Harbour; Art history; Art; Philosophy; Computer science; Linguistics","score_opus":0.13817549772339663,"score_gpt":0.4691712070607307,"score_spread":0.330995709337334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138292356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83414954,0.013316922,0.0009804888,0.08750122,0.0016849438,0.0006752094,0.0000419538,0.0000644588,0.06158526],"genre_scores_gemma":[0.99666804,0.0008878977,0.0006553842,0.00026477594,0.00037063094,0.00003065997,0.00003134711,0.000027800344,0.0010634757],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9960649,0.001654748,0.00128714,0.00013836523,0.00046968882,0.0003851838],"domain_scores_gemma":[0.9960886,0.00041633836,0.0012743003,0.00084128993,0.0009606616,0.00041875851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027860864,0.00018637876,0.00044064882,0.00014272597,0.0006866084,0.000018425197,0.0008257276,0.0002451986,0.00008683992],"category_scores_gemma":[0.00012810502,0.0001464766,0.0001292805,0.0001449836,0.00009563177,0.0003480898,0.0008655596,0.0013391434,0.00010296697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065688737,0.0007847787,0.022981215,0.00031627098,0.00022715189,0.000023999655,0.11675359,0.000050219714,0.0003698144,0.0039026032,0.8239052,0.03002821],"study_design_scores_gemma":[0.0047774096,0.002765162,0.011151883,0.0048350166,0.000106538304,0.00022857738,0.5891711,0.00036326054,0.00020002968,0.020224022,0.3655725,0.00060449867],"about_ca_topic_score_codex":0.0001882214,"about_ca_topic_score_gemma":0.00047682167,"teacher_disagreement_score":0.4724175,"about_ca_system_score_codex":0.0006305468,"about_ca_system_score_gemma":0.00052729546,"threshold_uncertainty_score":0.5973142},"labels":[],"label_agreement":null},{"id":"W3138317855","doi":"10.21810/strm.v12i1.277","title":"Finalizing a journal volume during a global pandemic / Finaliser un volume de journal durant une pandémie mondiale","year":2020,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Pandemic; Ambiguity; Capitalism; Politics; Population; Dysfunctional family; Political science; Sociology; Political economy; Coronavirus disease 2019 (COVID-19); Psychology; Law; Demography; Medicine; Philosophy","score_opus":0.03577140423466505,"score_gpt":0.3510723663920737,"score_spread":0.3153009621574086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138317855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9384585,0.0032428328,0.0015154366,0.05334492,0.00040818262,0.00010913966,0.000012390065,0.000026593776,0.002881983],"genre_scores_gemma":[0.9929659,0.0037724455,0.0015233436,0.0001868326,0.0012026129,0.0000022764373,0.0000014924556,0.000014637734,0.00033046535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99642885,0.0008809801,0.0010138188,0.0001636058,0.0009470214,0.0005657456],"domain_scores_gemma":[0.996649,0.000110217516,0.0018108302,0.00024219633,0.00056940754,0.00061834196],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002242822,0.00020642403,0.0004146916,0.0000788364,0.0027811858,0.0005354199,0.0019142234,0.0001550928,0.00034769985],"category_scores_gemma":[0.00048391268,0.0001837698,0.0004310588,0.0007682818,0.00047296553,0.0013606308,0.00047639696,0.0011086655,0.00001817473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018157968,0.00060675724,0.52900934,0.00005423624,0.00048285685,0.0011547765,0.35383758,0.0022097058,0.0015111181,0.0017694039,0.036011454,0.071536966],"study_design_scores_gemma":[0.004480877,0.0017273591,0.64049065,0.0014689909,0.00040645042,0.009199557,0.22684988,0.0016457274,0.000121289726,0.08287451,0.0296838,0.0010509106],"about_ca_topic_score_codex":0.00063214987,"about_ca_topic_score_gemma":0.0010760091,"teacher_disagreement_score":0.12698771,"about_ca_system_score_codex":0.00093715807,"about_ca_system_score_gemma":0.0009786501,"threshold_uncertainty_score":0.99851704},"labels":[],"label_agreement":null},{"id":"W3138380068","doi":"10.21810/strm.v2i1.37","title":"Stars versus Rainbows: Walt Disneyâ€™s and Jim Hensonâ€™s â€œPhilosophies of Childhoodâ€","year":2009,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Theme (computing); Sociology; Adventure; Pleasure; Aesthetics; Innocence; Art; Media studies; Visual arts; Art history; Psychology; Psychoanalysis","score_opus":0.03452820242084296,"score_gpt":0.3664859812003819,"score_spread":0.3319577787795389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138380068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9417973,0.0044400445,0.00015386994,0.023841757,0.00036004395,0.00015622136,0.000007700186,0.0000203785,0.029222645],"genre_scores_gemma":[0.99489033,0.0033896666,0.0013476652,0.00006164544,0.00021695193,7.617283e-7,0.000006655741,0.000008250882,0.0000780642],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983314,0.00036688437,0.00058438024,0.00010992436,0.00040538821,0.00020198688],"domain_scores_gemma":[0.9983023,0.0003140571,0.00061117316,0.00036719427,0.0002452074,0.00016007449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008583582,0.00012882144,0.0002996585,0.00019048374,0.00057501387,0.00005096248,0.0005931775,0.00008252361,0.000030890715],"category_scores_gemma":[0.0002009831,0.000115142415,0.0001292273,0.00020749989,0.00045904596,0.0005321746,0.00021370238,0.00030869595,0.0000014542765],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031378323,0.0022960023,0.009111855,0.00010270999,0.00056670216,0.000040050883,0.5341263,0.0002959404,0.0036992545,0.065771736,0.0062512145,0.3746004],"study_design_scores_gemma":[0.00930326,0.007903904,0.17888288,0.003023655,0.00055738504,0.00014933386,0.32072842,0.00031508444,0.002860737,0.4687183,0.0063205156,0.0012365006],"about_ca_topic_score_codex":0.000044713684,"about_ca_topic_score_gemma":0.00012032627,"teacher_disagreement_score":0.40294656,"about_ca_system_score_codex":0.00009340907,"about_ca_system_score_gemma":0.00013972505,"threshold_uncertainty_score":0.46953714},"labels":[],"label_agreement":null},{"id":"W3138820804","doi":"10.21810/strm.v10i1.252","title":"Utilisation de l’humour dans le contexte d’une crise d’entreprise","year":2018,"lang":"fr","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science; Art","score_opus":0.027352346554075653,"score_gpt":0.317686057534101,"score_spread":0.29033371098002536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138820804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5123998,0.017311398,0.005023109,0.045946557,0.0018320673,0.00020869946,0.00012180634,0.000031990072,0.4171246],"genre_scores_gemma":[0.98166764,0.0023288368,0.00066481275,0.00009418719,0.003203426,0.0000035252392,0.000039482522,0.000034086606,0.011964019],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976165,0.00050565414,0.0010743219,0.00017642842,0.0003060751,0.0003210097],"domain_scores_gemma":[0.9961497,0.00023966952,0.0012115506,0.00082505605,0.0013801774,0.00019383566],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010866417,0.0002545925,0.00042632755,0.00024370047,0.0019296538,0.0003658942,0.00084784266,0.000119485594,0.0015436595],"category_scores_gemma":[0.0001546653,0.00024078318,0.00042844735,0.000114966904,0.0016226514,0.0005735462,0.00053093105,0.00048095998,0.00008467636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076288555,0.002572262,0.0022155305,0.00012523182,0.0012160965,0.00008996106,0.28112003,0.00035443975,0.0005232817,0.6322764,0.049654182,0.029089697],"study_design_scores_gemma":[0.0030552545,0.0025029401,0.010451136,0.0028433604,0.0023017377,0.00041061675,0.40297478,0.015230301,0.0024626593,0.34477964,0.2120365,0.0009510747],"about_ca_topic_score_codex":0.002121227,"about_ca_topic_score_gemma":0.002017193,"teacher_disagreement_score":0.46926785,"about_ca_system_score_codex":0.00025733837,"about_ca_system_score_gemma":0.00029867896,"threshold_uncertainty_score":0.9993697},"labels":[],"label_agreement":null},{"id":"W3139218361","doi":"10.21810/strm.v9i2.238","title":"Situationism and Performative Communication: The Counter-Conduct of Committed Indifference","year":2017,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Foucault, Power, and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dissent; Situationism; Performative utterance; Hegemony; Sociology; Order (exchange); Epistemology; Aesthetics; Political science; Law; Philosophy","score_opus":0.06264495278547201,"score_gpt":0.41097347055833977,"score_spread":0.3483285177728678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139218361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.919768,0.0012778704,0.00013928644,0.04451943,0.0001783993,0.00018072751,0.000009878868,0.0000087989865,0.03391763],"genre_scores_gemma":[0.99648935,0.0026188367,0.00057971897,0.000051892377,0.00005085665,0.000004167102,0.0000074837176,0.00000646003,0.00019122261],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978697,0.0009966813,0.00054936454,0.000068452966,0.00038391707,0.00013190763],"domain_scores_gemma":[0.99541706,0.0009332602,0.0016199646,0.0011830161,0.0007783783,0.00006833004],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028063643,0.00010626013,0.00023758646,0.00007595079,0.0045891395,0.00024933778,0.0022096687,0.00010679161,0.000047020032],"category_scores_gemma":[0.0004954315,0.00007669116,0.00008650259,0.000067918874,0.0024132142,0.0010557547,0.0009089142,0.00078033196,0.0000031580191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018684243,0.00026916483,0.0164166,0.000037489564,0.00018272965,0.0000013915826,0.9060022,0.000012061119,0.00017546634,0.047313523,0.0022083656,0.027194165],"study_design_scores_gemma":[0.0015959715,0.00059211283,0.3311357,0.0015071728,0.00019750753,0.000090924914,0.4129128,0.0006767029,0.00065061863,0.24301225,0.007258249,0.00037001653],"about_ca_topic_score_codex":0.00032727505,"about_ca_topic_score_gemma":0.0016990504,"teacher_disagreement_score":0.49308944,"about_ca_system_score_codex":0.000073907955,"about_ca_system_score_gemma":0.00018438105,"threshold_uncertainty_score":0.9967067},"labels":[],"label_agreement":null},{"id":"W3152605199","doi":"10.21810/strm.v12i1.281","title":"The X-factors","year":2020,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Symbol (formal); Character (mathematics); Voting; Politics; Ideal (ethics); Sociology; Aesthetics; Media studies; Political science; Linguistics; Law; Art; Philosophy; Mathematics","score_opus":0.03908817287204349,"score_gpt":0.36460175091547,"score_spread":0.3255135780434265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152605199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56460863,0.00157663,0.00041410734,0.28411758,0.00044030152,0.00015548851,0.000002618603,0.00004478438,0.14863986],"genre_scores_gemma":[0.9986022,0.00062986935,0.00029988357,0.000091088725,0.00017997602,0.0000012421688,0.0000016990842,0.0000068622358,0.00018715514],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986594,0.00045245665,0.00033701918,0.000055045493,0.0003403538,0.0001557373],"domain_scores_gemma":[0.9983294,0.00054761674,0.0004273555,0.00029228086,0.00024875838,0.00015457864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090013054,0.000067488625,0.00011970244,0.000031622174,0.0012979055,0.00014288245,0.0013854151,0.000042551113,0.0000658043],"category_scores_gemma":[0.0004587796,0.0000446183,0.00011613689,0.00023363656,0.0004021544,0.0005446838,0.00044443592,0.0003057336,0.000015721025],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048023046,0.0002926171,0.0453507,0.000011208688,0.00035346675,0.00001159875,0.61838955,0.00011155085,0.00045505204,0.120161936,0.14805122,0.0663309],"study_design_scores_gemma":[0.0004803105,0.00048441268,0.019448323,0.00009145836,0.00004856545,0.00001069186,0.32740065,0.00014238569,0.00029778006,0.025273351,0.62612545,0.00019658366],"about_ca_topic_score_codex":0.0000365449,"about_ca_topic_score_gemma":0.00042517547,"teacher_disagreement_score":0.47807425,"about_ca_system_score_codex":0.0000997116,"about_ca_system_score_gemma":0.00017088292,"threshold_uncertainty_score":0.99825704},"labels":[],"label_agreement":null},{"id":"W3155986129","doi":"10.21810/strm.v10i1.254","title":"\"Blockbotting Dissent\"","year":2018,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Public sphere; Normative; Dissent; Structuring; Online community; Public relations; Space (punctuation); Criticism; Sociology; Political science; Media studies; Advertising; Politics; Business; Law; Computer science","score_opus":0.021703592379766445,"score_gpt":0.37014892899283686,"score_spread":0.3484453366130704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155986129","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35340905,0.00037677772,0.00022032553,0.006265512,0.00042283878,0.00006391104,0.0000017465035,0.000018473482,0.6392214],"genre_scores_gemma":[0.99374527,0.00017463454,0.001153492,0.000035513134,0.0005254611,0.0000010092858,0.0000027847714,0.0000070075967,0.004354808],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990445,0.00015308488,0.00033678306,0.00005623785,0.0002567755,0.0001526553],"domain_scores_gemma":[0.9987492,0.0001414988,0.00035835025,0.00026526852,0.00036817227,0.00011748726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007769492,0.00006282443,0.00012396114,0.00008540809,0.00031047632,0.000085492866,0.00062630634,0.000043138287,0.00012242493],"category_scores_gemma":[0.0001629418,0.0000534683,0.00009835542,0.00015982846,0.0005141316,0.00047632307,0.00031093424,0.00016043201,0.000026308695],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013282214,0.00029323445,0.0035846944,0.0000070177507,0.000070775044,0.000008794617,0.11459169,0.000004756669,0.0004524699,0.017432394,0.008756568,0.8546648],"study_design_scores_gemma":[0.00088899356,0.0013201442,0.012664869,0.0010724972,0.00008995927,0.000095754694,0.17112091,0.00010213722,0.0011848344,0.042869546,0.7682126,0.00037774732],"about_ca_topic_score_codex":0.000012596491,"about_ca_topic_score_gemma":0.0003141508,"teacher_disagreement_score":0.854287,"about_ca_system_score_codex":0.000076661534,"about_ca_system_score_gemma":0.0000987847,"threshold_uncertainty_score":0.23879641},"labels":[],"label_agreement":null},{"id":"W3211715183","doi":"10.21810/strm.v13i1.297","title":"‘Creator gave us two ears and one mouth’","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Soundscape; Indigenous; Embodied cognition; Sound (geography); Sociology; Narrative; Field (mathematics); Conversation; Ecology; History; Aesthetics; Visual arts; Acoustics; Epistemology; Communication; Art; Literature","score_opus":0.07765056001751479,"score_gpt":0.29369353413730187,"score_spread":0.21604297411978707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211715183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85656345,0.0021509656,0.000010182292,0.004193665,0.00021457861,0.000056309786,0.00001537269,0.000014437407,0.13678107],"genre_scores_gemma":[0.9971385,0.00034329173,0.0006018069,0.000107418244,0.00021705343,0.0000027705064,0.000008609361,0.000008395307,0.0015721647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911994,0.00014470598,0.00035690455,0.000091887945,0.00016858659,0.000117973956],"domain_scores_gemma":[0.9988186,0.00016502323,0.00028284325,0.00026912076,0.0003991227,0.0000652976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021296884,0.00010537718,0.00025155733,0.000062582,0.00048654116,0.00024488565,0.00026396298,0.000026266784,0.0008784293],"category_scores_gemma":[0.000045934754,0.00008492643,0.00009878952,0.000034466986,0.0003596905,0.0002759367,0.0010187324,0.0002454042,0.000019251944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080634275,0.0027336823,0.008337441,0.00010167996,0.0017457476,0.0002814215,0.20205882,0.00008617492,0.0020776412,0.6485439,0.017148284,0.11607885],"study_design_scores_gemma":[0.0071211774,0.002878673,0.07523068,0.0019843087,0.001103311,0.000670357,0.2934127,0.00021379629,0.0023279171,0.2804911,0.33329916,0.001266824],"about_ca_topic_score_codex":0.000024336276,"about_ca_topic_score_gemma":0.00034297028,"teacher_disagreement_score":0.36805278,"about_ca_system_score_codex":0.000054983106,"about_ca_system_score_gemma":0.00003465173,"threshold_uncertainty_score":0.96181846},"labels":[],"label_agreement":null},{"id":"W3212080638","doi":"10.21810/strm.v13i1.305","title":"Alexa, Please: Babysit My Child","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Government (linguistics); Capitalism; Big data; Amazon rainforest; Order (exchange); Power (physics); Political science; Sociology; Media studies; Business; Law; Politics; Computer science","score_opus":0.00961614868646549,"score_gpt":0.27601836599773993,"score_spread":0.26640221731127445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212080638","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2887398,0.016276818,0.52661926,0.11497111,0.000511587,0.00027617963,0.000013139989,0.00027623418,0.052315876],"genre_scores_gemma":[0.96491385,0.0004467486,0.03433517,0.00012312755,0.00004665153,0.0000070468263,0.000009548868,0.0000074568184,0.000110421446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99875754,0.00017463809,0.00052441016,0.00017472582,0.00021057866,0.00015813546],"domain_scores_gemma":[0.9972524,0.00012116826,0.00044308405,0.0016541082,0.0004485827,0.00008063365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043242308,0.00012129763,0.00022384444,0.00016106755,0.0004246943,0.00008625443,0.0021430934,0.00010735571,0.000050422426],"category_scores_gemma":[0.000040164534,0.00011351794,0.0001584416,0.0004726873,0.00012107595,0.0004377622,0.0020104484,0.0005796714,0.000019971563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048103222,0.0015566689,0.0018324227,0.00004201074,0.0003606218,0.0001422551,0.0069046407,0.00033288848,0.0022573757,0.6394665,0.01571938,0.3313371],"study_design_scores_gemma":[0.003497359,0.0011060906,0.04462282,0.0013076366,0.00018972748,0.011075238,0.0071704388,0.028338587,0.05652035,0.7840221,0.06089836,0.0012512808],"about_ca_topic_score_codex":0.0000019669953,"about_ca_topic_score_gemma":0.0000177371,"teacher_disagreement_score":0.67617404,"about_ca_system_score_codex":0.00006513552,"about_ca_system_score_gemma":0.000104505154,"threshold_uncertainty_score":0.46291274},"labels":[],"label_agreement":null},{"id":"W3212823485","doi":"10.21810/strm.v13i1.295","title":"Women Without a Nation","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Refugee; Framing (construction); Narrative; Mainstream; Conversation; Sociology; Gender studies; Media studies; Representation (politics); Refugee crisis; Social psychology; Aesthetics; Psychology; Politics; Political science; History; Law; Art; Literature; Communication","score_opus":0.39244467371046277,"score_gpt":0.607094718257585,"score_spread":0.21465004454712222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212823485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93333703,0.0007831141,0.0019326012,0.005888664,0.00020101697,0.00008578237,0.0000019672918,0.00001922987,0.057750605],"genre_scores_gemma":[0.9933216,0.0004433116,0.0050223325,0.000036528003,0.00014178368,0.000010113764,0.0000026241837,0.000008812086,0.0010128703],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99604815,0.0026145685,0.00042195793,0.00008429209,0.0005803527,0.0002506941],"domain_scores_gemma":[0.9975913,0.000505798,0.00035037997,0.00037847023,0.0009660873,0.00020793025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004869947,0.00007027669,0.00019024024,0.00013799834,0.00058513746,0.00010036591,0.0005961921,0.000064502805,0.00032779676],"category_scores_gemma":[0.0015404577,0.000067133515,0.00009050782,0.00036065874,0.00029044267,0.0005896516,0.0004348352,0.0003493425,0.000015806065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007652926,0.0017326697,0.025360411,0.000051830928,0.00042004543,0.00011722955,0.52887243,0.00018264113,0.017481126,0.05648672,0.004972862,0.36355674],"study_design_scores_gemma":[0.0028266206,0.0013639019,0.053316806,0.0010875856,0.00011615896,0.0001868391,0.46089065,0.0009981379,0.014786489,0.3239029,0.13982634,0.00069755886],"about_ca_topic_score_codex":0.000018902425,"about_ca_topic_score_gemma":0.0002473291,"teacher_disagreement_score":0.3628592,"about_ca_system_score_codex":0.0005111769,"about_ca_system_score_gemma":0.00074918184,"threshold_uncertainty_score":0.45004633},"labels":[],"label_agreement":null},{"id":"W3212977895","doi":"10.21810/strm.v13i1.299","title":"Boom and Bust Archaeology","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bust; Boom; Indigenous; Value (mathematics); Resource (disambiguation); History; Archaeology; Sociology; Engineering; Computer science","score_opus":0.02488460937770353,"score_gpt":0.3374361749071583,"score_spread":0.3125515655294548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212977895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83685505,0.014562183,0.00022300954,0.09215467,0.0003305804,0.000057667894,0.0000021230064,0.000017024106,0.05579768],"genre_scores_gemma":[0.9923906,0.004071899,0.0015487975,0.00007529714,0.00010589186,0.0000016390472,0.000002502316,0.0000027894596,0.001800625],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990249,0.0004029405,0.00025271476,0.000068839014,0.00012954687,0.00012106028],"domain_scores_gemma":[0.99905044,0.00021835709,0.00017656808,0.00014716008,0.00033028875,0.00007716404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036166966,0.00005816122,0.00016817766,0.000040810926,0.0006295119,0.000010056666,0.00026541948,0.000052985146,0.00007903154],"category_scores_gemma":[0.0001473975,0.00004592402,0.00006379581,0.00011581425,0.0009889625,0.00016211292,0.000716912,0.00023317554,0.000004380974],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023392616,0.00043817042,0.03213711,0.000026658237,0.0003470586,0.00018073557,0.63454926,0.000017452041,0.0010498976,0.15135126,0.013850441,0.165818],"study_design_scores_gemma":[0.00096881826,0.0006292445,0.058104105,0.00027112855,0.00014097462,0.0006376458,0.21338569,0.000019738733,0.00039756505,0.34317136,0.3819326,0.00034114745],"about_ca_topic_score_codex":0.000049863094,"about_ca_topic_score_gemma":0.0019057957,"teacher_disagreement_score":0.4211636,"about_ca_system_score_codex":0.0000683184,"about_ca_system_score_gemma":0.00007462561,"threshold_uncertainty_score":0.48417604},"labels":[],"label_agreement":null},{"id":"W3213248542","doi":"10.21810/strm.v13i1.301","title":"Graduate Students’ Exploration of Opportunities in a Crisis","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; York University; University of Calgary","funders":"","keywords":"White (mutation); White paper; Public relations; Graduate students; Political science; Set (abstract data type); Coronavirus disease 2019 (COVID-19); The Internet; Work (physics); Sociology; Pedagogy; Computer science; Engineering; Medicine; Law; World Wide Web","score_opus":0.13849750998887908,"score_gpt":0.38734146766280303,"score_spread":0.24884395767392395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213248542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91964275,0.0009410913,0.04070217,0.028572818,0.00039617874,0.00009887577,0.000003572917,0.000019692547,0.009622841],"genre_scores_gemma":[0.9926686,0.00077756157,0.0062952247,0.000083303625,0.0000140725215,0.0000035633002,0.000008641828,0.000004355042,0.00014462265],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99865794,0.00021217522,0.00061722693,0.00008406026,0.0003447716,0.000083831845],"domain_scores_gemma":[0.998221,0.00009536871,0.00046564572,0.0005633704,0.0006011723,0.000053456228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059390557,0.0000746017,0.00018716304,0.00015077098,0.000065602486,0.000121488745,0.0010639742,0.00003166815,0.00000956435],"category_scores_gemma":[0.000042112693,0.000071127855,0.00011694711,0.00031593535,0.00004902484,0.0026000494,0.0008319436,0.00018290222,0.0000016927897],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017873151,0.008477812,0.009888355,0.00018588283,0.00045439866,0.00015181143,0.48992857,0.0017972828,0.0013748241,0.20721175,0.027660953,0.25268963],"study_design_scores_gemma":[0.0026687034,0.0010184512,0.0644576,0.0015398155,0.00006361849,0.00035980044,0.52221656,0.003308468,0.012357267,0.3895107,0.0018981185,0.0006008866],"about_ca_topic_score_codex":0.0000049068094,"about_ca_topic_score_gemma":0.000020716197,"teacher_disagreement_score":0.25208876,"about_ca_system_score_codex":0.00007061642,"about_ca_system_score_gemma":0.00021038692,"threshold_uncertainty_score":0.29005098},"labels":[],"label_agreement":null},{"id":"W3213398320","doi":"10.21810/strm.v13i1.307","title":"Humanitarian Communication Through the Lens of Feminist Ethics of Care","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Information ethics; Engineering ethics; Applied ethics; Nursing ethics; Feminist ethics; Value (mathematics); Meta-ethics; Sociology; Military medical ethics; Field (mathematics); Humanitarian aid; Bioethics; Public relations; Political science; Law; Engineering; Computer science","score_opus":0.032759477624251306,"score_gpt":0.3289004887269881,"score_spread":0.29614101110273683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213398320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6128929,0.037654456,0.13787986,0.062248558,0.0014537409,0.0007335904,0.0000530629,0.00011680414,0.14696701],"genre_scores_gemma":[0.9789794,0.0009971552,0.019873768,0.000059238675,0.000026566493,0.0000025690715,0.000013931994,0.000008498174,0.000038863418],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99779856,0.0008128384,0.0007889401,0.00010791685,0.00037697545,0.00011474199],"domain_scores_gemma":[0.9951291,0.0005757441,0.001109796,0.0018673728,0.0012892385,0.000028716364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084642763,0.00011291914,0.0002654201,0.0000797852,0.00050115533,0.00006244796,0.0021542788,0.00011017725,0.000012477895],"category_scores_gemma":[0.00014216448,0.00008862429,0.00020181584,0.00035865686,0.00026539902,0.000550942,0.0014191519,0.00080280914,0.0000021127141],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031397803,0.0011739469,0.0009915993,0.00039980322,0.0005587659,0.000022901546,0.52544844,0.0018178675,0.01635165,0.386696,0.0016787647,0.06454626],"study_design_scores_gemma":[0.0034579171,0.0048739137,0.016951723,0.00669337,0.00053071126,0.0018246175,0.29919407,0.0026962152,0.33570567,0.3009737,0.02606706,0.0010310335],"about_ca_topic_score_codex":0.0000395198,"about_ca_topic_score_gemma":0.00026607924,"teacher_disagreement_score":0.3660865,"about_ca_system_score_codex":0.00007302544,"about_ca_system_score_gemma":0.00027001873,"threshold_uncertainty_score":0.40032217},"labels":[],"label_agreement":null},{"id":"W3213825329","doi":"10.21810/strm.v13i1.321","title":"Introduction to the Simon Fraser – University of Calgary Special Issue","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Toronto Metropolitan University","funders":"","keywords":"Anthropocene; Corporatization; Precarity; Misinformation; Looming; Discipline; Sociology; Political science; Environmental ethics; Social science; Law; Psychology","score_opus":0.01114400094926387,"score_gpt":0.2927229753050541,"score_spread":0.2815789743557902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213825329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4816568,0.00052689953,0.0023675472,0.17063619,0.001718008,0.00026583392,0.0000037467719,0.000015322881,0.34280965],"genre_scores_gemma":[0.98964036,0.000459831,0.0007845566,0.000042258747,0.0022468562,2.0305033e-7,0.0000050579156,0.000003649259,0.0068172542],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901134,0.00037363434,0.00019812913,0.00007247113,0.00025629954,0.000088136745],"domain_scores_gemma":[0.9990085,0.000071972696,0.00022765122,0.00034778728,0.0002942231,0.000049877093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057731767,0.00004814836,0.000106654414,0.00006294406,0.00046989205,0.000032926557,0.00069801917,0.000031737323,0.0008399369],"category_scores_gemma":[0.00006344402,0.00003935713,0.00008042081,0.00029605112,0.00020246024,0.0002901434,0.0005556887,0.00015014641,0.000025922462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004217218,0.0004964338,0.003017873,0.000020203082,0.00012669462,0.000026732008,0.088022925,0.0009726517,0.0002643133,0.010408162,0.6228388,0.27338347],"study_design_scores_gemma":[0.00021285914,0.00012517066,0.007086537,0.00008997643,0.000050058297,0.0000013869767,0.21302502,0.000041322008,0.00028833956,0.0024106628,0.7765967,0.00007192097],"about_ca_topic_score_codex":0.00006633958,"about_ca_topic_score_gemma":0.0055634514,"teacher_disagreement_score":0.5079835,"about_ca_system_score_codex":0.00006692592,"about_ca_system_score_gemma":0.00008744883,"threshold_uncertainty_score":0.919672},"labels":[],"label_agreement":null},{"id":"W3214479239","doi":"10.21810/strm.v13i1.275","title":"Looking in from the outside: The case of the excluded self-publisher","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Publishing; Government (linguistics); Order (exchange); Public relations; Newspaper; Sociology; Business; Political science; Media studies; Law","score_opus":0.020732834915267253,"score_gpt":0.3332254540456504,"score_spread":0.3124926191303832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214479239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8356995,0.001780773,0.000013247328,0.039403826,0.00048796777,0.0001259838,0.000007419036,0.0000058831756,0.12247538],"genre_scores_gemma":[0.99867404,0.00026388347,0.00014521502,0.00013265978,0.00011704134,0.0000026061405,0.0000027959654,0.0000057316,0.0006560244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998347,0.00079525786,0.00042703215,0.000063700885,0.0002477252,0.00011929963],"domain_scores_gemma":[0.99763685,0.00093351514,0.00046094472,0.00064275775,0.00028766337,0.000038272166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255516,0.00006693453,0.00013976255,0.000026062711,0.00029804936,0.00015584206,0.0011646769,0.000048367758,0.000048255053],"category_scores_gemma":[0.0003582364,0.000032876385,0.0001539588,0.00031595453,0.0003015387,0.000416483,0.0008592748,0.00040323465,0.0000011403006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010329354,0.0008091298,0.028814726,0.000013803095,0.00027814478,0.00025409414,0.6137834,0.00019668501,0.00022481436,0.013594869,0.016271763,0.32565528],"study_design_scores_gemma":[0.0010869525,0.00011206023,0.08101534,0.0011127127,0.0001753821,0.0005158317,0.7558072,0.00016168004,0.00046185253,0.0743763,0.08495993,0.00021475212],"about_ca_topic_score_codex":0.0003684987,"about_ca_topic_score_gemma":0.017673386,"teacher_disagreement_score":0.32544053,"about_ca_system_score_codex":0.00009146901,"about_ca_system_score_gemma":0.00027092552,"threshold_uncertainty_score":0.9862165},"labels":[],"label_agreement":null},{"id":"W35600265","doi":"10.21810/strm.v4i1.54","title":"\"A Comparative Analysis of the Framing of Terrorism in Online News Under the George W. Bush and Barack H. Obama Administrations: from Clash to Dialogue?\"","year":2013,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Terrorism; Framing (construction); Dignity; Politics; Political science; Media studies; Rhetoric; News media; Content analysis; The Internet; Sociology; Law; History; Social science; Computer science","score_opus":0.043167032071465536,"score_gpt":0.37424844935302,"score_spread":0.33108141728155444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35600265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97079474,0.000989372,0.00015937292,0.025882788,0.0000717403,0.0002682146,0.000024474848,0.0000024105248,0.0018068639],"genre_scores_gemma":[0.9980399,0.00094736705,0.00082621333,0.00007968528,0.000036233323,0.000012190827,0.000021354668,0.0000032324153,0.000033826327],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979321,0.00085645093,0.00074313185,0.000082260965,0.00027866755,0.00010741444],"domain_scores_gemma":[0.9970498,0.0010713884,0.0008241486,0.00067449023,0.00032742333,0.000052768428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006146038,0.000090592825,0.00036342867,0.00015421708,0.0004035272,0.00003656343,0.0010495876,0.00006038973,0.00004728016],"category_scores_gemma":[0.00011398473,0.000057069326,0.00013410539,0.00070847094,0.000443213,0.00023235288,0.0006965806,0.00030331896,8.7058675e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024188879,0.0015490575,0.22817047,0.000019384426,0.0020134281,5.545635e-7,0.7163338,0.003870077,0.0021840825,0.014953286,0.0022987395,0.028365247],"study_design_scores_gemma":[0.00020147013,0.00010373201,0.69395953,0.00016385464,0.00023478735,4.4867596e-7,0.2956355,0.0010139473,0.00008067452,0.008216578,0.0003230524,0.00006643179],"about_ca_topic_score_codex":0.004195245,"about_ca_topic_score_gemma":0.08380469,"teacher_disagreement_score":0.46578905,"about_ca_system_score_codex":0.0000757875,"about_ca_system_score_gemma":0.0001092636,"threshold_uncertainty_score":0.9329135},"labels":[],"label_agreement":null},{"id":"W4235999002","doi":"10.21810/strm.v7i2.147","title":"Public Event: Workshop: The Cultural Politics of Climate Change: What is Next for the Planetâ€™s Future?","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Politics; Planet; Climate change; Event (particle physics); Political science; Media studies; Sociology; Astronomy; Geology; Oceanography; Law","score_opus":0.09101574219060754,"score_gpt":0.3423718883870228,"score_spread":0.2513561461964153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235999002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8336315,0.014500237,0.00008702018,0.14905658,0.0006324922,0.00060394127,0.00004485922,0.000009877892,0.001433451],"genre_scores_gemma":[0.9888513,0.010283978,0.00016300619,0.00030564694,0.00026775658,0.00003173045,0.000014828735,0.000009978226,0.00007173689],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986844,0.00017068426,0.00045244,0.00009678389,0.00034657813,0.00024912535],"domain_scores_gemma":[0.99797034,0.00037515073,0.0006981731,0.0007014525,0.00016820348,0.00008665878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010783684,0.00012571074,0.00017322102,0.000023266562,0.00045711055,0.0001439806,0.0012826575,0.0000641851,0.000107442625],"category_scores_gemma":[0.00006881062,0.00006769703,0.00015774384,0.00016869514,0.0004052041,0.0015140175,0.0010833311,0.00026478703,0.000007260236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013035318,0.0011407267,0.015423072,0.00016466546,0.00028257995,0.0000059984363,0.5209989,0.0011796851,0.000109780674,0.007287126,0.048401635,0.40370232],"study_design_scores_gemma":[0.0011280314,0.0006677811,0.020482583,0.00036088852,0.00014042137,0.0001676431,0.8941188,0.0025359495,0.00020640172,0.026477106,0.05347397,0.00024044192],"about_ca_topic_score_codex":0.00001944175,"about_ca_topic_score_gemma":0.0001670531,"teacher_disagreement_score":0.40346187,"about_ca_system_score_codex":0.00026899372,"about_ca_system_score_gemma":0.000023606197,"threshold_uncertainty_score":0.3515771},"labels":[],"label_agreement":null},{"id":"W4239110027","doi":"10.21810/strm.v7i1.111","title":"Public Lecture: Parks and recreation: converging issues in urban cultural planning and national and provincial parks","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Recreation; Public park; Event (particle physics); Geography; Sociology; Environmental planning; Political science; Public administration","score_opus":0.046381163292239895,"score_gpt":0.3341407256553536,"score_spread":0.2877595623631137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239110027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836023,0.0048148255,0.00010856998,0.008308446,0.00003450496,0.000107226326,0.0000016673127,0.000006210695,0.0030162404],"genre_scores_gemma":[0.9981099,0.00034245042,0.0013406517,0.000058584304,0.000061656734,0.0000033566387,0.000010460428,0.000005472367,0.00006748354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910235,0.00014957371,0.00029232987,0.00010935489,0.00022635456,0.00012001506],"domain_scores_gemma":[0.9993847,0.00007499961,0.00023920594,0.0001063161,0.000059485097,0.00013528731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069930946,0.000094309915,0.00015449354,0.00008059291,0.00018847107,0.00008372335,0.00014514948,0.000058583515,0.00002775445],"category_scores_gemma":[0.00006300817,0.00007746937,0.000015765967,0.00009994775,0.00021087127,0.00079142064,0.00042706987,0.00026569254,0.0000015173674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013581754,0.000054309832,0.96491534,0.000009612171,0.000013317129,0.0000063716993,0.019073412,0.00011055793,0.00009309351,0.00020553815,0.0074844956,0.007898116],"study_design_scores_gemma":[0.0015422282,0.0005745487,0.96912897,0.00029006702,0.000022185453,0.00040025718,0.008914302,0.0052158567,0.000043649594,0.010205099,0.003435124,0.00022772343],"about_ca_topic_score_codex":0.00012052003,"about_ca_topic_score_gemma":0.0008939149,"teacher_disagreement_score":0.014507575,"about_ca_system_score_codex":0.00017213263,"about_ca_system_score_gemma":0.00004440534,"threshold_uncertainty_score":0.3159109},"labels":[],"label_agreement":null},{"id":"W4247112579","doi":"10.21810/strm.v7i1.110","title":"Workshop: Know the ledge we're on: from Accountability to Activist Research","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accountability; Ethnography; Sociology; Economic Justice; Political science; Media studies; Public administration; Library science; Law; Anthropology","score_opus":0.5247826626705764,"score_gpt":0.6354117959720172,"score_spread":0.11062913330144086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247112579","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40996924,0.0022080196,0.0016522257,0.50253415,0.00040662033,0.0004967472,0.000020972751,0.000020552674,0.08269149],"genre_scores_gemma":[0.99495035,0.0007791571,0.003015109,0.00008619264,0.00043476553,0.000016727205,0.0000037627442,0.000012008203,0.0007019298],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98452836,0.013005148,0.00046450205,0.00015992508,0.0015039882,0.00033809422],"domain_scores_gemma":[0.98459405,0.011741926,0.00025295958,0.0009502175,0.0021007417,0.00036013246],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.034995932,0.0001099731,0.00023735993,0.00018809515,0.0015681031,0.0002762679,0.0021821053,0.00012320236,0.000117723604],"category_scores_gemma":[0.0059121526,0.00007264543,0.00012764425,0.0006890606,0.0015299576,0.00048058643,0.0012486842,0.0019051676,0.00006945051],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012652972,0.00057558063,0.0005546508,0.000008864319,0.00009841551,0.0000050424155,0.70663,0.00010387309,0.00012607702,0.01897696,0.06748026,0.20417497],"study_design_scores_gemma":[0.00030116236,0.0005519774,0.0021091492,0.00051319826,0.000011447938,0.0000015032695,0.58664757,0.000049195078,0.0001494578,0.27979624,0.12975608,0.00011301869],"about_ca_topic_score_codex":0.00058326265,"about_ca_topic_score_gemma":0.0049881423,"teacher_disagreement_score":0.58498114,"about_ca_system_score_codex":0.0007020768,"about_ca_system_score_gemma":0.00078156515,"threshold_uncertainty_score":0.9997317},"labels":[],"label_agreement":null},{"id":"W4250970294","doi":"10.21810/strm.v7i1.116","title":"Public Seminar: Air India Flight 182: The Making of a Canadian Tragedy","year":2015,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Tragedy (event); Join (topology); Media studies; Political science; Table (database); Library science; Sociology; Public administration; Social science; Computer science","score_opus":0.06690543223979337,"score_gpt":0.3438840893720463,"score_spread":0.2769786571322529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250970294","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3529822,0.0031305538,0.000051800675,0.360197,0.00044821418,0.00030558323,0.00010903127,0.000014330287,0.28276128],"genre_scores_gemma":[0.9984548,0.00016755937,0.00018593535,0.00044791598,0.0001682062,0.0000030882466,0.0000035400792,0.000008362998,0.0005606032],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841005,0.0004742323,0.000432697,0.00006585291,0.00036249493,0.00025466614],"domain_scores_gemma":[0.99804723,0.00015456778,0.00064885354,0.00045641186,0.0004613808,0.00023156403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017360118,0.000086935295,0.0001760812,0.0004087703,0.0006149833,0.00006229344,0.0013102723,0.000081124956,0.000038630147],"category_scores_gemma":[0.00038797493,0.000068679554,0.00010423973,0.00075095805,0.00041397303,0.00048256022,0.00017637064,0.0003697661,0.0000053324866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001244723,0.00017328537,0.0062091146,0.000016472559,0.00016069035,0.000038990347,0.37422273,0.00011025221,0.000053751104,0.08486228,0.50320953,0.030818462],"study_design_scores_gemma":[0.0006701706,0.00035308185,0.042271357,0.0005989819,0.00006841645,0.0001601937,0.08536368,0.00005188045,0.00014160201,0.027357053,0.8426929,0.00027068192],"about_ca_topic_score_codex":0.08311102,"about_ca_topic_score_gemma":0.7625491,"teacher_disagreement_score":0.6794381,"about_ca_system_score_codex":0.00049083075,"about_ca_system_score_gemma":0.0019257838,"threshold_uncertainty_score":0.9229946},"labels":[],"label_agreement":null},{"id":"W4253581876","doi":"10.21810/strm.v8i2.201","title":"Building and Mobilizing Social Capital: A Phenomenological Study of Part-time Professors","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social capital; Phenomenology (philosophy); Sociology; Feeling; Affect (linguistics); Psychology; Social psychology; Institution; Capital (architecture); Thematic analysis; Phenomenon; Qualitative research; Public relations; Pedagogy; Political science; Epistemology; Social science; Visual arts","score_opus":0.06989670199434922,"score_gpt":0.43402756280670374,"score_spread":0.3641308608123545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253581876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99418133,0.00027940457,0.0013805854,0.0010747173,0.00014826236,0.00015518312,0.0000020915313,0.000020309142,0.0027580883],"genre_scores_gemma":[0.99731535,0.0000086787095,0.002322709,0.000006841809,0.00009652761,0.000009835458,8.275744e-7,0.000015891039,0.0002233386],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99635696,0.0024868741,0.00069515104,0.00013914563,0.000159064,0.00016280857],"domain_scores_gemma":[0.997808,0.0006505548,0.00094059046,0.00034500755,0.00022017673,0.00003566266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028370202,0.00012873327,0.0003584105,0.00020466521,0.00030342976,0.000013882926,0.00044060743,0.00008692837,0.00014259425],"category_scores_gemma":[0.00012978073,0.000083293366,0.00006982369,0.00014636815,0.00023841896,0.00015699762,0.00050845003,0.00048241418,0.000004388479],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018169024,0.004433108,0.03148304,0.000030381289,0.00093855837,0.000022540997,0.52857625,0.000014745971,0.034172636,0.017852116,0.00083228253,0.3798274],"study_design_scores_gemma":[0.008075068,0.013357873,0.585551,0.001041476,0.00030430878,0.00031641423,0.33460635,0.0000328488,0.0006389527,0.054638937,0.00081451377,0.0006222161],"about_ca_topic_score_codex":0.0000060936354,"about_ca_topic_score_gemma":0.0000023404095,"teacher_disagreement_score":0.55406797,"about_ca_system_score_codex":0.00006354729,"about_ca_system_score_gemma":0.000018265504,"threshold_uncertainty_score":0.3396605},"labels":[],"label_agreement":null},{"id":"W43124824","doi":"10.21810/strm.v6i1.85","title":"The Potential Of Public Media: A Case Study of Reimagine CBC","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mandate; Corporation; Public broadcasting; Revenue; Public service; Business; Public relations; Advertising; Finance; Political science; Law","score_opus":0.03694140083205979,"score_gpt":0.3663327536894921,"score_spread":0.3293913528574323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W43124824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99120164,0.000519211,0.000146592,0.00397535,0.0002733025,0.00014795917,0.0000015432097,0.000006020242,0.0037283998],"genre_scores_gemma":[0.9993896,0.00026424325,0.00014570325,0.0000047781327,0.00013156216,0.0000021639544,0.0000022219126,0.0000068792096,0.000052841722],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99787635,0.0007539243,0.0006902211,0.000058687274,0.00046269002,0.00015815512],"domain_scores_gemma":[0.99716157,0.00047291163,0.0011070035,0.0005306453,0.0006151154,0.00011274421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029380536,0.00007974515,0.00023791094,0.00014419893,0.0005636809,0.000041185365,0.0008540346,0.000044497825,0.000026740307],"category_scores_gemma":[0.00038751622,0.000054498625,0.00012489503,0.0002394833,0.00037717234,0.0003750792,0.0003684516,0.0002536013,8.117519e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010075705,0.008032242,0.043643996,0.000053703505,0.00096943026,0.0003402394,0.43410632,0.00028552796,0.0018671982,0.031528577,0.005521752,0.47264344],"study_design_scores_gemma":[0.003328619,0.0031053824,0.027452638,0.0003632516,0.00038566667,0.0012346646,0.9335968,0.0003379489,0.00037010602,0.02130453,0.008252512,0.0002679152],"about_ca_topic_score_codex":0.0005672562,"about_ca_topic_score_gemma":0.007042247,"teacher_disagreement_score":0.49949044,"about_ca_system_score_codex":0.000052924952,"about_ca_system_score_gemma":0.00015616162,"threshold_uncertainty_score":0.43354347},"labels":[],"label_agreement":null},{"id":"W4415483457","doi":"10.21810/strm.v16i2.401","title":"‘Whiteness’ vs ‘Otherness’","year":2025,"lang":"","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Affect (linguistics); Shame; Disgust; Happiness; Anger; Context (archaeology); Race (biology); Politics","score_opus":0.014951301627358126,"score_gpt":0.40352620756404844,"score_spread":0.3885749059366903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415483457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6291168,0.009421642,0.0036448666,0.13740793,0.0045079486,0.0005002018,0.000016017775,0.000042950523,0.21534167],"genre_scores_gemma":[0.9911191,0.002884961,0.00081547775,0.00021733847,0.00041718542,0.000011226713,0.000008483269,0.00002707704,0.0044991598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99467707,0.002232163,0.0017208079,0.00025640064,0.0006519432,0.00046163474],"domain_scores_gemma":[0.9936359,0.0019920217,0.0012849281,0.0012969725,0.0015568711,0.00023331978],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039089248,0.0003199668,0.0006523804,0.0006064191,0.0015332049,0.00031698518,0.0028291082,0.00031862652,0.0010004702],"category_scores_gemma":[0.00091338606,0.00031689057,0.00045461507,0.0011862946,0.0015816665,0.001096615,0.0012501437,0.0010735015,0.00007124961],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022061714,0.0037540263,0.0028282537,0.00025626863,0.0006848734,0.000014748204,0.23395787,0.0003463924,0.0007020666,0.48955116,0.011893202,0.25380498],"study_design_scores_gemma":[0.0010376573,0.00059723976,0.008120446,0.0038919072,0.0005359971,0.000038735325,0.32165307,0.00028083168,0.0006935379,0.6450366,0.017706478,0.0004075158],"about_ca_topic_score_codex":0.000060195856,"about_ca_topic_score_gemma":0.00045303968,"teacher_disagreement_score":0.3620023,"about_ca_system_score_codex":0.00089068507,"about_ca_system_score_gemma":0.0011894954,"threshold_uncertainty_score":0.9999283},"labels":[],"label_agreement":null},{"id":"W55462075","doi":"10.21810/strm.v3i1.50","title":"â€œTwitter Me This, Twitter Me That.â€ The Marketization of Brands Through Social Networking Sites.","year":2010,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Marketization; Advertising; Business; Conformity; Ideology; Social media; Consumption (sociology); Marketing; Collectivism; Individualism; Netnography; Control (management); Sociology; Political science; Psychology; Economics; Social psychology","score_opus":0.03522966780976127,"score_gpt":0.3461993654256394,"score_spread":0.3109696976158781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W55462075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7555425,0.0003511373,0.00022083025,0.017788969,0.0010885119,0.00018571247,0.0000040778054,0.000025882819,0.22479239],"genre_scores_gemma":[0.9974683,0.00031805836,0.00034745765,0.00014732602,0.0010629186,0.0000048755364,0.000012419473,0.000017616348,0.00062101765],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976176,0.0008680747,0.0005855828,0.000105371684,0.00058526447,0.00023808189],"domain_scores_gemma":[0.99725455,0.0009248139,0.0009843593,0.00035622783,0.00041840656,0.00006167142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003084104,0.00013659916,0.000279876,0.00007642083,0.0011298005,0.0001562923,0.001090633,0.00017101009,0.00018722705],"category_scores_gemma":[0.00026743015,0.000101341284,0.00024021564,0.0002965121,0.0008043769,0.00063670805,0.00040201313,0.0007111708,0.0000043001664],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001113178,0.0008024463,0.059708595,0.00007114403,0.0004913322,0.00000819576,0.72444725,0.000022692893,0.0052130474,0.017848967,0.08027563,0.10999754],"study_design_scores_gemma":[0.004235017,0.0009018654,0.1972353,0.002071196,0.00082355255,0.00010490168,0.29467618,0.00046902054,0.0033158774,0.31325218,0.18126003,0.0016548741],"about_ca_topic_score_codex":0.00005619642,"about_ca_topic_score_gemma":0.00044485237,"teacher_disagreement_score":0.42977104,"about_ca_system_score_codex":0.00006569991,"about_ca_system_score_gemma":0.0001361829,"threshold_uncertainty_score":0.8689626},"labels":[],"label_agreement":null},{"id":"W577776356","doi":"10.21810/strm.v5i1.79","title":"The Managing of Peer-to-Peer File Sharing Technologiesâ€™ Network Effect: An Adaptation of Actor-Network Theory","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Music industry; File sharing; Digitization; Context (archaeology); Order (exchange); Adaptation (eye); Business model; Musical; Computer science; Digital audio; Peer-to-peer; Entrepreneurship; Business; Knowledge management; World Wide Web; Marketing; Sociology; The Internet; Telecommunications; Psychology; Music education; Visual arts","score_opus":0.01919330159831528,"score_gpt":0.27051240755775907,"score_spread":0.2513191059594438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W577776356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8440716,0.0014695043,0.026888171,0.0108983265,0.0011101819,0.00083216646,0.000008213559,0.00014843667,0.11457337],"genre_scores_gemma":[0.9981902,0.000036578687,0.0009261953,0.000044080007,0.00046155823,0.00000898216,0.000034498946,0.000022015902,0.0002758724],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99842423,0.00013523895,0.00070737494,0.00012897734,0.00038704358,0.00021710644],"domain_scores_gemma":[0.99639815,0.0008046735,0.0010258907,0.00080202374,0.0009522577,0.000017022056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035835481,0.00016061246,0.00031418528,0.00018595904,0.0005691457,0.00014070663,0.0015193606,0.00007498091,0.00027976822],"category_scores_gemma":[0.0007438502,0.0001011991,0.00014416821,0.00044732928,0.00015742978,0.0008842786,0.0014259951,0.00037252612,0.000012176148],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030206258,0.0002963795,0.003886288,0.00022664071,0.00034458376,0.0000019113936,0.0035568732,0.03371861,0.00074791635,0.03571584,0.13873571,0.7797486],"study_design_scores_gemma":[0.0013188648,0.0020960162,0.015196729,0.0035087653,0.0003867372,0.000021574782,0.011289667,0.44205907,0.0012232391,0.4679415,0.054307494,0.0006503563],"about_ca_topic_score_codex":0.000035983478,"about_ca_topic_score_gemma":0.00014007716,"teacher_disagreement_score":0.7790983,"about_ca_system_score_codex":0.000045999488,"about_ca_system_score_gemma":0.000013898677,"threshold_uncertainty_score":0.4377466},"labels":[],"label_agreement":null},{"id":"W984351789","doi":"10.21810/strm.v6i1.88","title":"The Problems with Reimagining Public Media in the Context of Global South","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Bangladesh Politics, Society, and Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Thriving; Politics; Context (archaeology); Colonialism; State (computer science); Autonomy; Commercialization; Political science; Sociology; Political economy; Media studies; Public relations; Public administration; Social science; Geography; Law","score_opus":0.03037825062088815,"score_gpt":0.32255016948443477,"score_spread":0.2921719188635466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W984351789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87683165,0.0020887589,0.0005760578,0.07616789,0.0003109763,0.00030507875,0.000006483933,0.000014965348,0.043698143],"genre_scores_gemma":[0.9988991,0.00036818575,0.00051036465,0.000101640864,0.00009582405,0.000006208792,0.0000024598883,0.000004480981,0.00001171027],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99798447,0.00083064556,0.00047421045,0.00006141024,0.00044225706,0.00020699542],"domain_scores_gemma":[0.9978803,0.0007585536,0.0005779216,0.0003592779,0.00036545598,0.00005853383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003500935,0.000079264515,0.0001579896,0.000030237139,0.00064580666,0.00011262354,0.0011950121,0.000047007507,0.000005087182],"category_scores_gemma":[0.0002604104,0.00003905391,0.00007408022,0.000245835,0.00079350563,0.00024517355,0.00021408036,0.00033658659,0.0000014834234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005454357,0.00013817118,0.03405662,0.000010031027,0.000060471717,9.1982713e-7,0.86143893,0.000013769984,0.000002558427,0.08761534,0.0021262893,0.014482355],"study_design_scores_gemma":[0.00061214966,0.00019141204,0.07210971,0.0002766501,0.000023515346,0.000017438548,0.8534493,0.000060188497,0.0000075254843,0.067439824,0.0057161683,0.00009610642],"about_ca_topic_score_codex":0.00024399416,"about_ca_topic_score_gemma":0.0075143953,"teacher_disagreement_score":0.122067474,"about_ca_system_score_codex":0.00017689817,"about_ca_system_score_gemma":0.0003148592,"threshold_uncertainty_score":0.4967088},"labels":[],"label_agreement":null}]}