{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3423cc7ef2bc","filters":{"venue":"Communication Research and Practice"}},"results":[{"id":"W2950464458","doi":"10.1080/22041451.2019.1601493","title":"Intersections between connectivity and digital inclusion in rural communities","year":2019,"lang":"en","type":"article","venue":"Communication Research and Practice","topic":"ICT Impact and Policies","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Disconnection; Inclusion (mineral); Context (archaeology); Diversity (politics); Politics; Rural community; Social exclusion; Rural area; Sociology; Public relations; Political science; Geography; Economic growth; Socioeconomics; Social science; Economics","authors":[{"name":"Sora Park","is_ca":false},{"name":"Julie Freeman","is_ca":false},{"name":"Catherine A. Middleton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08141539521752779,"gpt":0.3957695920927363,"spread":0.3143541968752085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002360302,0.0001836273,0.0002814496,0.002398006,0.006340905,0.006336096,0.0007057596,0.0009592317,0.005993258],"category_scores_gemma":[0.009979776,0.0001958096,0.0001869074,0.00235385,0.01555705,0.005196922,0.01262486,0.0009278738,0.0002055422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002959688,"about_ca_system_score_gemma":0.002845276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00685095,"about_ca_topic_score_gemma":0.01308792,"domain_scores_codex":[0.9958885,0.002614341,0.0001197269,0.0002492145,0.0004878616,0.0006404464],"domain_scores_gemma":[0.9922713,0.004033687,0.001231558,0.0003204923,0.000711548,0.001431374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001773736,0.0002699986,0.08565907,0.0006847593,0.00006701895,0.002285855,0.4173902,0.001363844,0.001196572,0.3868383,0.001963633,0.1021035],"study_design_scores_gemma":[0.00002489539,0.0002425368,0.1233885,0.0009288784,0.00005557735,0.001501057,0.561165,0.00115805,0.0004828372,0.242094,0.06889981,0.00005876473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8835517,0.001378404,0.002546823,0.009232312,0.00003348633,0.00004489474,0.0000311283,0.00001907548,0.103162],"genre_scores_gemma":[0.9988434,0.000259187,0.000168955,0.00005624567,0.00000869881,0.00001262759,0.000003757435,0.000002470673,0.0006446198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00685095,"threshold_uncertainty_score":0.02147412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2219484242","doi":"10.1080/22041451.2015.1079150","title":"Digital convergence of Korea’s webtoons: transmedia storytelling","year":2015,"lang":"en","type":"article","venue":"Communication Research and Practice","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Korean Wave; Convergence (economics); Storytelling; Technological convergence; Digital era; Popular culture; Comics; Digital media; Advertising; Comic strip; Media studies; Sociology; The Internet; Multimedia; Political science; Narrative; Engineering; Computer science; Business; Art; World Wide Web; Telecommunications; Literature; Economics; Economic growth","authors":[{"name":"Dal Yong Jin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4028972880997707,"gpt":0.5033655015770491,"spread":0.1004682134772784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011643,0.0003348342,0.0001213741,0.001219273,0.002262535,0.004820107,0.0004055504,0.0004361319,0.007806989],"category_scores_gemma":[0.001908959,0.0001769499,0.000218669,0.001421513,0.001879508,0.005944013,0.002825055,0.00106043,0.0006772998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011763,"about_ca_system_score_gemma":0.001168839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878569,"about_ca_topic_score_gemma":0.005998049,"domain_scores_codex":[0.9994783,0.000217443,0.00003154495,0.00008443606,0.00007465932,0.0001135732],"domain_scores_gemma":[0.9983649,0.000606929,0.0003188028,0.0001741202,0.0002333226,0.0003020346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003268581,0.0003040804,0.09288439,0.0007397883,0.00005177458,0.004147291,0.5252681,0.0002678332,0.007452284,0.1005593,0.01090729,0.257091],"study_design_scores_gemma":[0.00001806358,0.0002361344,0.06622288,0.0004233164,0.00006125505,0.002050051,0.7151417,0.0007365557,0.005008535,0.005958871,0.2040823,0.00006036344],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8854359,0.0006363189,0.001634462,0.001176203,0.00008817668,0.00005662315,0.0001077681,0.00003556702,0.1108291],"genre_scores_gemma":[0.988901,0.0004696544,0.0008975491,0.0001977376,0.00001665336,0.00002151926,0.00006914637,0.00002874694,0.009397967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007806989,"threshold_uncertainty_score":0.02611697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2503368535","doi":"10.1080/22041451.2016.1214888","title":"How things make things do things with words, or how to pay attention to what things have to say","year":2016,"lang":"en","type":"article","venue":"Communication Research and Practice","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Internet of Things; Aesthetics; Internet privacy; Computer science; Psychology; Sociology; Art","authors":[{"name":"Nicolas Bencherki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1182368491408532,"gpt":0.4442152193593203,"spread":0.3259783702184671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0116728,0.0007122712,0.0005609291,0.001718264,0.005438244,0.01115464,0.001710744,0.003163899,0.007833262],"category_scores_gemma":[0.02919738,0.0004234108,0.0006163944,0.002158414,0.03245501,0.02331116,0.004867623,0.00445176,0.00269142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002930732,"about_ca_system_score_gemma":0.0060366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0043746,"about_ca_topic_score_gemma":0.00484865,"domain_scores_codex":[0.9855532,0.009682593,0.0006428047,0.001301054,0.001982561,0.0008378047],"domain_scores_gemma":[0.9805956,0.01189462,0.002329618,0.00230556,0.001885118,0.0009895676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003967838,0.00009260335,0.003975307,0.0007144333,0.00004869102,0.0002556409,0.2339222,0.0002796641,0.001706963,0.6782255,0.01163035,0.06910905],"study_design_scores_gemma":[0.00002000831,0.0000973469,0.003440615,0.001192975,0.00005779065,0.0004818242,0.1693324,0.0004520384,0.001887033,0.4326715,0.3902516,0.0001148253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1190899,0.01016205,0.1469372,0.1317418,0.00267485,0.000334277,0.0002898609,0.0004133332,0.5883568],"genre_scores_gemma":[0.9156891,0.005574109,0.0359383,0.01118182,0.0003724223,0.0002902515,0.0001876021,0.0003742717,0.03039207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0116728,"threshold_uncertainty_score":0.06173247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2547659553","doi":"10.1080/22041451.2016.1221686","title":"A spatial grammar of organising: studying the communicative constitution of organisational spaces","year":2016,"lang":"en","type":"article","venue":"Communication Research and Practice","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Constitution; Grammar; Embodied cognition; Sociology; Premise; Space (punctuation); Performative utterance; Spatial organization; Action (physics); The Imaginary; Communicative action; Knowledge management; Linguistics; Computer science; Political science; Psychology; Social science; Artificial intelligence","authors":[{"name":"Consuelo Vásquez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1463625818671085,"gpt":0.3677165599047826,"spread":0.2213539780376742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005681431,0.0003758004,0.0003945183,0.002001058,0.003463842,0.007124953,0.001178512,0.001757545,0.002594444],"category_scores_gemma":[0.01518287,0.0004328264,0.0006621343,0.001957465,0.03941122,0.01306535,0.006396734,0.001848683,0.0003028674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002590575,"about_ca_system_score_gemma":0.002543545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002482232,"about_ca_topic_score_gemma":0.00200243,"domain_scores_codex":[0.9929148,0.005438928,0.0001623606,0.0004434696,0.0007267114,0.0003136335],"domain_scores_gemma":[0.9840986,0.01223471,0.001111386,0.001728997,0.0005052887,0.0003210209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004770716,0.00000460757,0.0004486674,0.00003490792,0.000002672783,0.00007657885,0.02700852,0.0009605273,0.0002894083,0.9681298,0.0001375963,0.00290202],"study_design_scores_gemma":[0.00001527441,0.00002192362,0.001102721,0.00009420282,0.000008215777,0.0002342988,0.02931774,0.004892259,0.0006721697,0.9396453,0.02397179,0.0000239749],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3032716,0.002108985,0.4349673,0.01124945,0.0001684479,0.0001665667,0.0001111497,0.0001761145,0.2477805],"genre_scores_gemma":[0.9682174,0.0003163305,0.02926396,0.0001258953,0.0000343279,0.00008604336,0.0000316021,0.0000490671,0.001875321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007124953,"threshold_uncertainty_score":0.03004658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387187716","doi":"10.1080/22041451.2023.2249776","title":"Platformization of the Korean Wave: a critical perspective","year":2023,"lang":"en","type":"article","venue":"Communication Research and Practice","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Simon Fraser University","funders":"Academy of Korean Studies","keywords":"Korean Wave; Audience measurement; Media industry; Consumption (sociology); Advertising; Favourite; Politics; Production (economics); Korean studies; Political science; Popular culture; Phenomenon; Economy; Media studies; Business; Sociology; Social science; Economics; Public relations; Law","authors":[{"name":"Dal Yong Jin","is_ca":true},{"name":"Kyong Yoon","is_ca":true},{"name":"Benjamin Han","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3189745492532111,"gpt":0.5568945628926156,"spread":0.2379200136394046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002016163,0.0006307284,0.000174433,0.002036885,0.005885185,0.009144858,0.0007641373,0.001313932,0.0043689],"category_scores_gemma":[0.002299969,0.0002300878,0.0003413149,0.001556049,0.01616477,0.01227338,0.004774499,0.002861863,0.0002875233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005915806,"about_ca_system_score_gemma":0.003525351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005226823,"about_ca_topic_score_gemma":0.004300345,"domain_scores_codex":[0.9990284,0.0004502795,0.00002706972,0.00009443521,0.0001265405,0.0002732268],"domain_scores_gemma":[0.9986668,0.0007041459,0.0001510779,0.0001069148,0.0002453279,0.0001257536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000013772,0.00001126837,0.0003206008,0.00004350419,0.000002624079,0.0002837847,0.02112985,0.0001713262,0.0002865475,0.972804,0.0008987535,0.004034136],"study_design_scores_gemma":[0.00002769781,0.0001076432,0.003188157,0.0004797032,0.00002931918,0.0005297285,0.306031,0.001976412,0.003331541,0.3430913,0.3411458,0.00006166714],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2180238,0.003893836,0.02176135,0.01934491,0.0008441985,0.0001761919,0.00007710302,0.00004189549,0.7358367],"genre_scores_gemma":[0.9848877,0.001612127,0.001098698,0.0008952341,0.000160385,0.0000808413,0.00001623442,0.00003508779,0.01121373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009144858,"threshold_uncertainty_score":0.04292238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386121599","doi":"10.1080/22041451.2023.2237811","title":"De/Constructing the soft power discourse in Hallyu","year":2023,"lang":"en","type":"article","venue":"Communication Research and Practice","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Soft power; Popularity; Korean Wave; Popular culture; Power (physics); Construct (python library); Nation branding; Social media; Political science; Sociology; Media studies; Advertising; Politics; Public relations; Business","authors":[{"name":"Kyong Yoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2189483299403853,"gpt":0.5502965901172308,"spread":0.3313482601768455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003382296,0.0005524965,0.0002459757,0.002104725,0.004768447,0.008277483,0.0005886587,0.001058966,0.003764938],"category_scores_gemma":[0.00530776,0.0002930198,0.0002516667,0.001876313,0.01477076,0.01086713,0.008364005,0.001811471,0.0004179084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049349,"about_ca_system_score_gemma":0.001922229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864124,"about_ca_topic_score_gemma":0.002739917,"domain_scores_codex":[0.9980844,0.001190008,0.00008251147,0.0001624702,0.000206311,0.0002743595],"domain_scores_gemma":[0.9967115,0.001997662,0.0004166368,0.000354111,0.000249946,0.0002700613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008701158,0.00004260342,0.006799363,0.0002343848,0.00001316372,0.001287045,0.7985958,0.00009671398,0.003407648,0.1646625,0.001511746,0.02326202],"study_design_scores_gemma":[0.00001105851,0.00004401474,0.005304103,0.0002938698,0.00001627243,0.0004053701,0.8818381,0.0004210747,0.001943918,0.01989446,0.08980106,0.00002658899],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8254176,0.001863926,0.009976139,0.004961151,0.0002976472,0.0000868607,0.00007514207,0.00008528137,0.1572362],"genre_scores_gemma":[0.993549,0.0002872293,0.0008189169,0.000275966,0.00002973517,0.00003211991,0.00002914753,0.0000387548,0.004939049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008277483,"threshold_uncertainty_score":0.01788747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309745547","doi":"10.1080/22041451.2022.2141862","title":"“You’re putting words in my mouth!”: Interaction as mutual ventriloquation","year":2022,"lang":"en","type":"article","venue":"Communication Research and Practice","topic":"Cultural and Communication Design Research","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Chemistry; Communication; Psychology","authors":[{"name":"François Cooren","is_ca":true},{"name":"Boris H. J. M. Brummans","is_ca":true},{"name":"L.J. Higham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4136008977834094,"gpt":0.472033830802442,"spread":0.05843293301903263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009062786,0.0005305502,0.0004295791,0.001427688,0.006771178,0.009514335,0.001502246,0.002859664,0.002762988],"category_scores_gemma":[0.02574653,0.0005189142,0.0005609051,0.0008411274,0.03190077,0.01276737,0.01468248,0.003468529,0.0004429655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700825,"about_ca_system_score_gemma":0.001274951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009788964,"about_ca_topic_score_gemma":0.0006760068,"domain_scores_codex":[0.9699823,0.02668669,0.0003825049,0.0008803416,0.001400162,0.0006679741],"domain_scores_gemma":[0.9729734,0.02126866,0.002563263,0.001743625,0.0007519684,0.0006991198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007571835,0.00002923554,0.00171625,0.0001543569,0.00001726579,0.0004721906,0.9103299,0.0001315551,0.001766002,0.07723139,0.000422012,0.007654109],"study_design_scores_gemma":[0.00006433285,0.0002365073,0.005546915,0.0006951921,0.00006997764,0.003000491,0.7634378,0.001679347,0.004571213,0.1199835,0.1005767,0.0001380418],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7638811,0.00284735,0.06914373,0.01150619,0.0002812314,0.0002260804,0.00008223761,0.0002013495,0.1518307],"genre_scores_gemma":[0.9941267,0.0002507948,0.003123428,0.0003920098,0.00003336677,0.00008650731,0.00001484217,0.00004782789,0.001924443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009514335,"threshold_uncertainty_score":0.04792917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233612294","doi":"10.1080/22041451.2016.1227951","title":"Editorial","year":2016,"lang":"en","type":"editorial","venue":"Communication Research and Practice","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","authors":[{"name":"Colleen Mills","is_ca":false},{"name":"François Cooren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06249256167914968,"gpt":0.3920825452864358,"spread":0.3295899836072861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005805176,0.002501773,0.003122053,0.004814294,0.003514281,0.009255788,0.003116076,0.01210401,0.04955889],"category_scores_gemma":[0.03639288,0.0008835046,0.001981336,0.001805087,0.002217005,0.00357646,0.002779666,0.01115902,0.03379097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003454356,"about_ca_system_score_gemma":0.004362241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574798,"about_ca_topic_score_gemma":0.004102225,"domain_scores_codex":[0.9931383,0.001068723,0.000712782,0.0008465868,0.003587435,0.0006460541],"domain_scores_gemma":[0.9736251,0.005623762,0.00226654,0.001382244,0.01260387,0.004498518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001380194,0.00000592118,0.0000145288,0.00008429273,0.000006597767,0.00009460373,0.000007364272,0.000009340311,0.00002289716,0.0001454617,0.9947156,0.004879576],"study_design_scores_gemma":[0.00003093319,0.00001080438,0.0001053823,0.0003086926,0.00001843023,0.0001951854,0.0000270575,0.00003893992,0.00005564572,0.0006681277,0.9985321,0.000008885543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000036181,0.003187323,0.00007165068,0.02479745,0.9670322,0.00002329223,0.00005751636,0.00005231808,0.004742144],"genre_scores_gemma":[0.0005989266,0.003307943,0.0001171127,0.01927657,0.9420458,0.0000401877,0.00008175382,0.00006178781,0.03446982],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9504411,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214756099","doi":"10.1080/22041451.2021.2004705","title":"Seeing chronic inequities: A health communication call to action","year":2021,"lang":"en","type":"article","venue":"Communication Research and Practice","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Call to action; Action (physics); Medicine; Sociology; Psychology; Business; Advertising","authors":[{"name":"Mary Simpson","is_ca":false},{"name":"Kirstie McAllum","is_ca":true},{"name":"Stéphanie Fox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7131833831246859,"gpt":0.6750659026541215,"spread":0.0381174804705644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1051596,0.002473415,0.006673317,0.005919043,0.03927889,0.03555559,0.01433611,0.173695,0.04723913],"category_scores_gemma":[0.1628214,0.003316093,0.007543335,0.00313875,0.07132404,0.06393041,0.04440098,0.1742958,0.006634815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02485728,"about_ca_system_score_gemma":0.1566643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02842731,"about_ca_topic_score_gemma":0.04146789,"domain_scores_codex":[0.9022444,0.04983193,0.005883896,0.006724499,0.01900459,0.01631074],"domain_scores_gemma":[0.5650285,0.2538944,0.01186238,0.01201069,0.03829572,0.1189083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001637669,0.0008793528,0.001777064,0.001761476,0.0001915915,0.001079237,0.03105111,0.0002364009,0.0007547147,0.03760432,0.8693465,0.05515454],"study_design_scores_gemma":[0.0006505268,0.0003234163,0.004201401,0.009997114,0.0002393656,0.001283143,0.1344646,0.0006097854,0.0003854755,0.1564285,0.6906623,0.0007543218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002164472,0.001292267,0.0003293685,0.9942603,0.003040136,0.00001659436,0.000011235,0.00003344205,0.000800251],"genre_scores_gemma":[0.012712,0.00326876,0.004357212,0.965891,0.01134201,0.0003152943,0.00004479737,0.00008081572,0.001988094],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.173695,"threshold_uncertainty_score":0.5561439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283397370","doi":"10.1080/22041451.2021.2021693","title":"A tool for reducing the time loss and dissatisfaction associated with meetings: Validation of the staff meeting effectiveness questionnaire","year":2022,"lang":"en","type":"article","venue":"Communication Research and Practice","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Confirmatory factor analysis; Reputation; Construct (python library); Psychology; Sample (material); Construct validity; Medical education; Applied psychology; Medicine; Psychometrics; Clinical psychology; Structural equation modeling; Computer science","authors":[{"name":"Louis Bélisle","is_ca":true},{"name":"Maxime Paquet","is_ca":true},{"name":"Nathalie Lafranchise","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03341078386063448,"gpt":0.3292226994265545,"spread":0.29581191556592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02465602,0.0004798693,0.0005864682,0.0019812,0.00078653,0.0006847063,0.0009124351,0.0006413257,0.002120933],"category_scores_gemma":[0.04529469,0.0004115014,0.0006913386,0.000912799,0.0005714834,0.000908926,0.001445642,0.001091918,0.0006059504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006320619,"about_ca_system_score_gemma":0.001563636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005633469,"about_ca_topic_score_gemma":0.0008455999,"domain_scores_codex":[0.9872206,0.007193677,0.00220588,0.0003148845,0.002626558,0.0004384269],"domain_scores_gemma":[0.9429004,0.03728788,0.007191736,0.001925615,0.009099593,0.001594824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00138048,0.006463515,0.395789,0.002041046,0.0002095971,0.0006474671,0.03248408,0.001851702,0.01850981,0.001320335,0.01040966,0.5288934],"study_design_scores_gemma":[0.0003800244,0.008528128,0.9430121,0.0005018716,0.0001487819,0.0007488538,0.01423309,0.005185396,0.008432247,0.000661003,0.01796066,0.0002079861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720781,0.0002148393,0.01632222,0.000704914,0.00008684663,0.005976568,0.001177239,0.0001817099,0.00325765],"genre_scores_gemma":[0.9158016,0.0004434547,0.06421261,0.0005024321,0.00009250179,0.01575991,0.001119218,0.00008286336,0.001985418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02465602,"threshold_uncertainty_score":0.130395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2560120557","doi":"10.1080/22041451.2016.1259973","title":"Creating a space for global media ethics","year":2016,"lang":"en","type":"article","venue":"Communication Research and Practice","topic":"War, Ethics, and Justification","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Media ethics; Skepticism; Journalism; Space (punctuation); Information ethics; Engineering ethics; Political science; Sociology; Computer science; Epistemology; Media studies; Law; Engineering; Philosophy","authors":[{"name":"Stephen J. A. Ward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5671634703516277,"gpt":0.5112854332289309,"spread":0.05587803712269679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04908111,0.001000621,0.0009968332,0.002877954,0.01215996,0.02260949,0.001775967,0.01394158,0.006577415],"category_scores_gemma":[0.03087066,0.0006355643,0.0008894997,0.001434591,0.07355143,0.03354771,0.02195091,0.01603371,0.001823109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005229541,"about_ca_system_score_gemma":0.01098833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008338093,"about_ca_topic_score_gemma":0.0008731365,"domain_scores_codex":[0.9410752,0.04933355,0.0009428367,0.002000568,0.004536633,0.002111176],"domain_scores_gemma":[0.9585712,0.02859673,0.002049642,0.004400246,0.003357799,0.003024264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002857077,0.000008222134,0.00004883299,0.00001973481,0.000001528344,0.00004004728,0.005888102,0.00009564855,0.00003874636,0.9883143,0.002531088,0.003010914],"study_design_scores_gemma":[0.000007714361,0.00001113887,0.00005635243,0.0001793654,0.000002056648,0.0000699989,0.006824018,0.0002045741,0.00009995592,0.8647414,0.1277917,0.00001165933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01509459,0.007234302,0.111198,0.3695744,0.003546598,0.0002133873,0.00004444076,0.0002138373,0.4928804],"genre_scores_gemma":[0.8433631,0.004611921,0.05596955,0.04477283,0.00391764,0.0009940387,0.00007805398,0.0003664093,0.04592644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04908111,"threshold_uncertainty_score":0.2595688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}