{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"6cda9c60ed76","filters":{"venue":"Communication Research"}},"results":[{"id":"W2121719018","doi":"10.1177/009365001028003004","title":"Impression Formation in Computer-Mediated Communication Revisited","year":2001,"lang":"en","type":"article","venue":"Communication Research","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":350,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Impression formation; Psychology; Conversation; Impression; Neuroticism; Personality; Social psychology; Context (archaeology); Attribution; Impression management; Big Five personality traits; Face (sociological concept); Computer-mediated communication; Cognition; Trait; Conscientiousness; Extraversion and introversion; Precedent; Cognitive psychology; Social perception; Computer science; Perception; Linguistics; Communication","authors":[{"name":"Jeffrey T. Hancock","is_ca":true},{"name":"Philip J. Dunham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1239419307592006,"gpt":0.4579228991059863,"spread":0.3339809683467858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005707706,0.0002774725,0.0002526924,0.0009113815,0.0009880442,0.002977731,0.0004156505,0.0005354296,0.002127939],"category_scores_gemma":[0.02819478,0.0001759082,0.0003407071,0.0005772147,0.001792733,0.001666125,0.001562218,0.0009013849,0.0001822621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209091,"about_ca_system_score_gemma":0.0005962549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254784,"about_ca_topic_score_gemma":0.001007317,"domain_scores_codex":[0.9953949,0.002653826,0.0001866486,0.0002832118,0.001167824,0.0003135575],"domain_scores_gemma":[0.9821421,0.01024958,0.003180132,0.00137473,0.002132023,0.0009214599],"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":[0.001803959,0.0005497148,0.3113186,0.00093929,0.0002831428,0.001412041,0.1709457,0.001937624,0.02432103,0.034863,0.001740808,0.4498852],"study_design_scores_gemma":[0.0001253319,0.001975352,0.8060447,0.0003088086,0.0002399017,0.002866778,0.1010144,0.01117466,0.01707839,0.04400342,0.01495586,0.0002124037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815758,0.0006297299,0.004024771,0.0004304943,0.00004986067,0.00003048439,0.00002303247,0.00002559621,0.01321018],"genre_scores_gemma":[0.9990415,0.00008410116,0.000460979,0.00001292778,0.00001297323,0.000007565474,0.000007049578,0.000001350013,0.0003715046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005707706,"threshold_uncertainty_score":0.03018564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136937406","doi":"10.1177/0093650210365537","title":"Attitudes Toward Online Social Connection and Self-Disclosure as Predictors of Facebook Communication and Relational Closeness","year":2010,"lang":"en","type":"article","venue":"Communication Research","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":347,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Closeness; Self-disclosure; Psychology; Social psychology; Connection (principal bundle); Social media; Social network (sociolinguistics); Warrant; Association (psychology); Computer-mediated communication; Social anxiety; The Internet; Anxiety; Computer science; World Wide Web","authors":[{"name":"Andrew M. Ledbetter","is_ca":false},{"name":"Joseph P. Mazer","is_ca":false},{"name":"Jocelyn M. DeGroot","is_ca":false},{"name":"Kevin R. Meyer","is_ca":false},{"name":"Yuping Mao","is_ca":true},{"name":"Brian Swafford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09726094131708499,"gpt":0.4428083073720467,"spread":0.3455473660549617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001687732,0.0002344106,0.0002245912,0.0007703042,0.0004195101,0.001157671,0.0001875176,0.0004695783,0.002798794],"category_scores_gemma":[0.01209893,0.0001897451,0.0002790973,0.0004049174,0.0004560559,0.0006171757,0.0007047793,0.0009370092,0.0002230843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678356,"about_ca_system_score_gemma":0.0002297362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008003436,"about_ca_topic_score_gemma":0.001549781,"domain_scores_codex":[0.9991357,0.0003558702,0.00009773699,0.00007532705,0.0002483848,0.00008704754],"domain_scores_gemma":[0.985299,0.007726702,0.00427192,0.0004903772,0.0007187605,0.001493287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004896708,0.00026548,0.9939426,0.00001307182,0.00002792453,0.00004427103,0.001541292,0.0000616641,0.0003360449,0.0001158553,0.00002431453,0.003578534],"study_design_scores_gemma":[0.000005227096,0.0002481633,0.9958476,0.00001476034,0.00003275289,0.0002039783,0.00239816,0.0005708783,0.0002937187,0.0001463411,0.0002314719,0.000006951429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992232,0.00004265836,0.00008638734,0.00002745616,0.000002258858,0.000007154721,0.00001287116,0.000001178272,0.0005967637],"genre_scores_gemma":[0.9996067,0.0000490912,0.000106091,0.00000766548,0.000003548275,0.000007327878,0.00002003011,6.513247e-7,0.0001990199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002798794,"threshold_uncertainty_score":0.009362876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898534870","doi":"10.1177/0093650218808186","title":"Twenty Years of Digital Media Effects on Civic and Political Participation","year":2018,"lang":"en","type":"article","venue":"Communication Research","topic":"Social Media and Politics","field":"Social Sciences","cited_by":347,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"MacEwan University","keywords":"Globe; Politics; Social media; Survey data collection; Civic engagement; Political communication; Sociology; Space (punctuation); Digital media; Period (music); Social science; Political science; Public relations; Psychology; Statistics","authors":[{"name":"Shelley Boulianne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1812598925694516,"gpt":0.5092725799460727,"spread":0.328012687376621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00679883,0.000368629,0.000676772,0.004720255,0.0009004733,0.004190661,0.0005840345,0.001006726,0.006525871],"category_scores_gemma":[0.01691927,0.0004671183,0.001170202,0.006999005,0.001546534,0.003045992,0.002670122,0.001180627,0.0006273228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031019,"about_ca_system_score_gemma":0.0010868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222323,"about_ca_topic_score_gemma":0.004155139,"domain_scores_codex":[0.9975247,0.001070156,0.000227927,0.0004924767,0.0004921572,0.000192586],"domain_scores_gemma":[0.9639767,0.0249788,0.005242302,0.001857892,0.002305676,0.001638642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001603988,0.0006934581,0.5177137,0.009496584,0.005633685,0.0005311769,0.02617987,0.000805033,0.001561851,0.01547775,0.008033377,0.4122696],"study_design_scores_gemma":[0.00004471143,0.0008151298,0.8736311,0.005057063,0.002569867,0.0003439283,0.01196831,0.0002721304,0.0009962461,0.004495841,0.09970172,0.0001039418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.658372,0.3105206,0.0008565197,0.005043312,0.001013782,0.00004667256,0.00225855,0.000055855,0.02183281],"genre_scores_gemma":[0.9182509,0.07488321,0.0006156072,0.001356368,0.0009057051,0.00007074913,0.0008739602,0.00003980493,0.00300365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00679883,"threshold_uncertainty_score":0.03595608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086562307","doi":"10.1177/009365000027006004","title":"Cultural Communication Competence and Psychological Adjustment","year":2000,"lang":"en","type":"article","venue":"Communication Research","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Conceptualization; Competence (human resources); Developmental psychology; Social psychology","authors":[{"name":"Betty Kaman Lee","is_ca":false},{"name":"Ling Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3238210284954902,"gpt":0.5370879598945013,"spread":0.2132669313990112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005749941,0.0001969008,0.0001493155,0.0007653933,0.0007083514,0.0009768738,0.0001537903,0.0002085563,0.001739272],"category_scores_gemma":[0.004774674,0.00008007014,0.0001883478,0.0004110683,0.0007720808,0.0002834325,0.000880514,0.0005362442,0.00007437103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004760469,"about_ca_system_score_gemma":0.0005281417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201574,"about_ca_topic_score_gemma":0.01321772,"domain_scores_codex":[0.9995332,0.0001569292,0.0000342632,0.00005038445,0.0001196169,0.0001055313],"domain_scores_gemma":[0.9978628,0.000421042,0.0007500067,0.0001105895,0.0001941661,0.0006615334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003735624,0.000110985,0.9823446,0.00001587416,0.00005896729,0.0001664205,0.004894477,0.00006573322,0.0003804639,0.0002811238,0.0001098831,0.01153423],"study_design_scores_gemma":[0.000001766089,0.00003759323,0.996509,0.000009705968,0.000007450808,0.000164687,0.002793439,0.00006367993,0.00004792358,0.00009209636,0.0002685649,0.000004108958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984713,0.0001337557,0.0000305643,0.00005993761,0.00000349884,0.00000479411,0.00001533555,0.000001416467,0.001279388],"genre_scores_gemma":[0.9997386,0.00007443409,0.00002166929,0.000008405208,0.000001738497,0.00000220063,0.00001553015,5.545057e-7,0.0001368441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01201574,"threshold_uncertainty_score":0.02389157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790897661","doi":"10.1177/0093650218758084","title":"The Effect of Politicians’ Personality on Their Media Visibility","year":2018,"lang":"en","type":"article","venue":"Communication Research","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"European Research Council","keywords":"Visibility; Extraversion and introversion; Agreeableness; Social psychology; Big Five personality traits; Personality; Psychology; Politics; Interpersonal communication; Competition (biology); Political science","authors":[{"name":"Eran Amsalem","is_ca":false},{"name":"Alon Zoizner","is_ca":false},{"name":"Tamir Sheafer","is_ca":false},{"name":"Stefaan Walgrave","is_ca":false},{"name":"Peter John Loewen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2676044423324502,"gpt":0.4606627623329299,"spread":0.1930583200004797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000835706,0.0001550754,0.0001504415,0.0008206973,0.0005358135,0.00123666,0.0001262218,0.0002827872,0.004489968],"category_scores_gemma":[0.007942013,0.0001260177,0.0002112417,0.0006966727,0.000412816,0.0005023156,0.0005750142,0.0005112769,0.0005428872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405586,"about_ca_system_score_gemma":0.0001215425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001908364,"about_ca_topic_score_gemma":0.00333852,"domain_scores_codex":[0.9992839,0.0003004077,0.00005090803,0.00006545729,0.0001408977,0.0001585443],"domain_scores_gemma":[0.9894882,0.003927189,0.003992022,0.0004371269,0.0004977853,0.001657723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001671732,0.00007280233,0.9908987,0.00001276435,0.00004301462,0.0001170783,0.001526345,0.00004827789,0.0005759443,0.0001257209,0.0002186953,0.006193491],"study_design_scores_gemma":[0.000002028475,0.00002794544,0.9984561,0.000003637146,0.000005764026,0.00005190246,0.001115644,0.00006053372,0.00005569107,0.00003455956,0.0001841071,0.000002102469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976385,0.00004062669,0.0000553815,0.00006719451,0.00000761923,0.000003071735,0.00004395601,0.00000174113,0.002142042],"genre_scores_gemma":[0.9995514,0.00003529872,0.00003200203,0.00001591832,0.00001109705,0.000001559053,0.00004059848,0.000001525094,0.0003106701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004489968,"threshold_uncertainty_score":0.01502043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166195625","doi":"10.1177/0093650209333031","title":"The Role of Racial Identity in Responses to Thin Media Ideals","year":2009,"lang":"en","type":"article","venue":"Communication Research","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Diabetes Canada","funders":"","keywords":"Psychology; Social psychology; White (mutation); Identity (music); Perception; Social desirability; Race (biology); Black women; Black male; Gender studies; Sociology","authors":[{"name":"Yuki Fujioka","is_ca":false},{"name":"Erin Ryan","is_ca":false},{"name":"Mark Agle","is_ca":false},{"name":"Melissa M. Legaspi","is_ca":true},{"name":"Raiza A. Toohey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3029446808771198,"gpt":0.6466429274989313,"spread":0.3436982466218114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002153281,0.0001682602,0.0001512192,0.0009132482,0.0007279127,0.0007500748,0.0001962341,0.0003584826,0.002221801],"category_scores_gemma":[0.01026131,0.0002241382,0.0001975375,0.0004005013,0.000550919,0.0003658501,0.0006413794,0.0005351895,0.000225042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725516,"about_ca_system_score_gemma":0.0002941708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003837182,"about_ca_topic_score_gemma":0.006002833,"domain_scores_codex":[0.9985441,0.0008963511,0.00007784867,0.0000760253,0.0002143921,0.0001913345],"domain_scores_gemma":[0.9929178,0.002583092,0.003006756,0.0002261102,0.000579106,0.0006870728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002107947,0.0001657889,0.9834471,0.00002787163,0.00003231233,0.00008935925,0.007489779,0.00001713562,0.0008738891,0.0001113501,0.0001044705,0.007430225],"study_design_scores_gemma":[0.000005282795,0.0001358647,0.9886902,0.00002127459,0.00001361149,0.000155409,0.01018745,0.00009902762,0.0001926128,0.00006512245,0.0004278456,0.000006336586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988357,0.00006758086,0.00004819153,0.00007952665,0.000005396905,0.00000802559,0.00002062468,6.856795e-7,0.0009342105],"genre_scores_gemma":[0.9995651,0.00007605522,0.00007686489,0.0000387802,0.000008246741,0.000009094535,0.00002350064,0.000001068372,0.0002013379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003837182,"threshold_uncertainty_score":0.01138777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042424144","doi":"10.1177/0093650211430687","title":"Strength of Social Cues in Online Impression Formation","year":2011,"lang":"en","type":"article","venue":"Communication Research","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bishop's University","funders":"","keywords":"Ingroups and outgroups; Outgroup; Psychology; Social psychology; Social identity theory; In-group favoritism; Identity (music); Perception; Social group; Valence (chemistry)","authors":[{"name":"Caleb T. Carr","is_ca":false},{"name":"Jessica Vitak","is_ca":false},{"name":"Caitlin McLaughlin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3914375449725712,"gpt":0.5434972093445786,"spread":0.1520596643720074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001675089,0.0002458875,0.0002274494,0.000616025,0.0004481991,0.001610889,0.0001770661,0.0003734893,0.00359488],"category_scores_gemma":[0.01488653,0.0002373409,0.0001638422,0.0002425411,0.0006258591,0.001009212,0.001600323,0.0006183447,0.0002335717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480855,"about_ca_system_score_gemma":0.0002115537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005316772,"about_ca_topic_score_gemma":0.001003085,"domain_scores_codex":[0.9984192,0.000809535,0.0000871669,0.0001210384,0.0004171992,0.000145912],"domain_scores_gemma":[0.9881771,0.00699622,0.002276132,0.001071053,0.000607069,0.0008724654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006354497,0.001864626,0.7422493,0.0002550378,0.0002497334,0.000651726,0.01116141,0.001474703,0.1195591,0.003356429,0.0005423116,0.1122811],"study_design_scores_gemma":[0.00005258089,0.0006807176,0.9835705,0.00002776688,0.00006911272,0.0001796563,0.00264823,0.001925812,0.008343699,0.001714742,0.0007358294,0.00005137667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960197,0.00004259481,0.0002812626,0.00004061605,0.000005970397,0.000009133953,0.00002139766,0.000008294477,0.003571029],"genre_scores_gemma":[0.9996182,0.00001328561,0.0001692645,0.000007658487,0.0000040817,0.000002631205,0.00001604369,0.000002720928,0.0001661233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00359488,"threshold_uncertainty_score":0.01202607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895320822","doi":"10.1177/0093650219838959","title":"Exploring the Effects of Violating the 180-Degree Rule on Film Viewing Preferences","year":2019,"lang":"en","type":"article","venue":"Communication Research","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Degree (music); Psychology; Social psychology; Cognitive psychology; Physics; Acoustics","authors":[{"name":"George V Kachkovski","is_ca":true},{"name":"Daniil Vasilyev","is_ca":false},{"name":"Michael Kuk","is_ca":true},{"name":"Alan Kingstone","is_ca":true},{"name":"Chris Street","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5183281391752729,"gpt":0.4241926066468921,"spread":0.09413553252838075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329257,0.0002197036,0.0001891385,0.0001616745,0.0002904279,0.000991494,0.0002768264,0.0003632194,0.002112273],"category_scores_gemma":[0.01273948,0.000163793,0.0001531036,0.0001144701,0.0005553616,0.0005083394,0.000519574,0.0008815797,0.0001314305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796687,"about_ca_system_score_gemma":0.0002315892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297111,"about_ca_topic_score_gemma":0.002738381,"domain_scores_codex":[0.9991462,0.0003643157,0.00007094187,0.0001523179,0.0001875238,0.00007872405],"domain_scores_gemma":[0.9921954,0.00495361,0.001676129,0.0004794382,0.0002865167,0.0004090181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01223609,0.005047403,0.321093,0.0004639226,0.0002317741,0.0007974993,0.01341006,0.0008720186,0.572658,0.001710798,0.000626148,0.07085329],"study_design_scores_gemma":[0.00014266,0.005529673,0.9478011,0.00004408347,0.000169245,0.0006195121,0.00447075,0.002829288,0.03573646,0.001404233,0.001183718,0.00006925007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986418,0.00002523555,0.0003024066,0.00002779095,0.00000354219,0.00001406152,0.00001499753,0.000003293178,0.0009668534],"genre_scores_gemma":[0.9986905,0.00004614593,0.0008619748,0.00003192024,0.000003342637,0.00002468846,0.00003920922,0.000006449877,0.0002957132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002112273,"threshold_uncertainty_score":0.00706625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951034822","doi":"10.1177/0093650219852857","title":"Bidirectional Socialization: An Actor-Partner Interdependence Model of Internet Self-Efficacy and digital Media Influence Between Parents and Children","year":2019,"lang":"en","type":"article","venue":"Communication Research","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Socialization; Psychology; Media use; The Internet; Digital media; Social psychology; Developmental psychology; Association (psychology); Political science","authors":[{"name":"Sara Nelissen","is_ca":false},{"name":"Leon Kuczynski","is_ca":true},{"name":"Lennert Coenen","is_ca":false},{"name":"Jan Van den Bulck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09801992223888495,"gpt":0.4046654095952578,"spread":0.3066454873563728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004097448,0.0007365292,0.0004012817,0.00143974,0.0009411384,0.001973619,0.0007653459,0.0005681961,0.005969116],"category_scores_gemma":[0.01017908,0.0006523731,0.0009633458,0.0007939624,0.002767366,0.002440569,0.002222142,0.0009619298,0.0003757204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009949086,"about_ca_system_score_gemma":0.00145992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003654785,"about_ca_topic_score_gemma":0.003318081,"domain_scores_codex":[0.9955853,0.003077479,0.0001127068,0.0005568498,0.0003767105,0.0002908953],"domain_scores_gemma":[0.9900562,0.006493194,0.001631782,0.0006516916,0.0004727022,0.0006945135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004776106,0.001283747,0.5896814,0.0002942892,0.0006024985,0.001424581,0.04975997,0.01786913,0.002705084,0.2717725,0.0008337704,0.06329539],"study_design_scores_gemma":[0.0002896956,0.001361183,0.5441685,0.0004559887,0.000821284,0.002613035,0.02509441,0.15642,0.001557503,0.2577195,0.009282615,0.0002162962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8712146,0.0004848588,0.07135471,0.001190982,0.00003495077,0.0002783518,0.0001605208,0.00007747566,0.05520354],"genre_scores_gemma":[0.9964656,0.0001508047,0.002521702,0.00002198211,0.000008276542,0.0001044753,0.00002934818,0.000006598188,0.0006911611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005969116,"threshold_uncertainty_score":0.02166963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2311078436","doi":"10.1177/0093650215608239","title":"Protests on the Front Page: Media Salience, Institutional Dynamics, and Coverage of Collective Action in the <i>New York Times</i> , 1960-1995","year":2015,"lang":"en","type":"article","venue":"Communication Research","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"Salience (neuroscience); Media coverage; Collective action; Publishing; Mass media; Social media; Media studies; News media; Political science; Front (military); Action (physics); Media event; Sociology; Advertising; Law; Psychology; Politics; Geography; Business","authors":[{"name":"Patrick Rafail","is_ca":false},{"name":"Edward T. Walker","is_ca":false},{"name":"John D. McCarthy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.250487874605648,"gpt":0.4371365994899509,"spread":0.1866487248843029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320358,0.0001023073,0.0001596821,0.00330611,0.001163815,0.00212006,0.0001711043,0.0002699456,0.003569317],"category_scores_gemma":[0.01210884,0.0001712427,0.00009161684,0.002866176,0.001301302,0.001324855,0.001075456,0.0005473569,0.0002127242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033835,"about_ca_system_score_gemma":0.0005368704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02658108,"about_ca_topic_score_gemma":0.05706317,"domain_scores_codex":[0.9994341,0.000164919,0.00007231942,0.00007722128,0.000149962,0.0001014507],"domain_scores_gemma":[0.9875003,0.004914629,0.005719351,0.0003022327,0.0007410433,0.0008224393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007256681,0.0001266209,0.8450334,0.0002111845,0.00009131865,0.000673516,0.07435843,0.0004045713,0.002780702,0.005498212,0.007409622,0.06268676],"study_design_scores_gemma":[0.00000650081,0.00002825946,0.9841611,0.00004260436,0.00001158051,0.00005762626,0.00968951,0.0001212177,0.0002497543,0.0001984578,0.005425475,0.000007900685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925391,0.0005781745,0.00004921603,0.0006238633,0.00002242517,0.000006413959,0.0001452985,0.000003569198,0.006031869],"genre_scores_gemma":[0.998322,0.0003184661,0.00004786374,0.00003259778,0.00007541299,0.000006797981,0.00009769438,0.00000302233,0.001096172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02658108,"threshold_uncertainty_score":0.05285269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408007478","doi":"10.1177/00936502251318630","title":"Promoting Mis/Disinformation Literacy Among Adults: A Scoping Review of Interventions and Recommendations","year":2025,"lang":"en","type":"review","venue":"Communication Research","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University; University of Toronto","funders":"","keywords":"Disinformation; Media literacy; Psychological intervention; Literacy; Political science; Psychology; Information literacy; Environmental health; Social media; Medicine; Pedagogy","authors":[{"name":"Megan Boler","is_ca":true},{"name":"Hoda Gharib","is_ca":true},{"name":"Yoon-Ji Kweon","is_ca":true},{"name":"Amanda Trigiani","is_ca":true},{"name":"Barbara Perry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2904530473742823,"gpt":0.6138920822751253,"spread":0.323439034900843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01423645,0.001943058,0.004956341,0.01321758,0.001098822,0.003767881,0.002229995,0.002496665,0.00702952],"category_scores_gemma":[0.0532107,0.001281885,0.005453261,0.009767005,0.001141774,0.003806005,0.002471117,0.002655599,0.001147215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039566,"about_ca_system_score_gemma":0.01669873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00745175,"about_ca_topic_score_gemma":0.01871872,"domain_scores_codex":[0.9931455,0.002360096,0.002421907,0.0004510785,0.001389394,0.0002319193],"domain_scores_gemma":[0.9651452,0.02781547,0.00283904,0.0004602175,0.003355258,0.000384762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000106189,0.00006533097,0.0003205159,0.6219602,0.001330944,0.00006602987,0.0006854322,0.0001335925,0.0001844606,0.001032506,0.005424153,0.3686906],"study_design_scores_gemma":[0.00003997712,0.00008093379,0.0008514438,0.9351385,0.005193004,0.0001057634,0.000464646,0.00004884874,0.0001864481,0.000652197,0.05721973,0.00001864633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002545385,0.9977973,0.0002078582,0.0006196627,0.0001767638,0.0001814295,0.00009684215,0.00001212952,0.0006535045],"genre_scores_gemma":[0.001650296,0.9967908,0.000680329,0.0003542514,0.00005109363,0.0002752881,0.00007297073,0.000005086219,0.0001198671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01423645,"threshold_uncertainty_score":0.07529044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220894294","doi":"10.1177/00936502211066001","title":"Active vs. Passive Ambivalent Voters: Implications for Interactive Political Communication and Participation","year":2022,"lang":"en","type":"article","venue":"Communication Research","topic":"Social Media and Politics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministry of Advanced Education","keywords":"Ambivalence; Politics; Political communication; Social psychology; Voting behavior; Interpersonal communication; Political socialization; Political science; Sociology; Public relations; Psychology; Voting; American political science; Law","authors":[{"name":"Chingching Chang","is_ca":false},{"name":"Chung‐li Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2542852566700716,"gpt":0.5493905129216841,"spread":0.2951052562516125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006245031,0.0002772823,0.0003374675,0.001413269,0.0015323,0.002924423,0.0005341055,0.0006006486,0.008505447],"category_scores_gemma":[0.02018028,0.0002024044,0.0005233336,0.000921219,0.002719954,0.00174174,0.002433605,0.001078575,0.0003642387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005642255,"about_ca_system_score_gemma":0.0006270312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399556,"about_ca_topic_score_gemma":0.002116513,"domain_scores_codex":[0.9948376,0.0029136,0.0001879653,0.0006216157,0.000667028,0.0007721744],"domain_scores_gemma":[0.9838336,0.01062999,0.002600735,0.0009588262,0.0007282534,0.001248625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000994409,0.0004944959,0.9068021,0.00008439565,0.00008765454,0.0002142027,0.03597876,0.0002170087,0.002196338,0.02326517,0.0002808896,0.02938459],"study_design_scores_gemma":[0.0000570854,0.000222457,0.9351776,0.0001014635,0.00007045476,0.0002071958,0.03844998,0.001859779,0.0006144515,0.02175795,0.001449215,0.00003219268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986842,0.00005795758,0.001468506,0.0005250755,0.00001009754,0.00006071493,0.00006637453,0.000004476362,0.01096487],"genre_scores_gemma":[0.9994419,0.00001564468,0.0002209327,0.00004471123,0.000005557807,0.00002892398,0.0000266998,0.000002061744,0.0002134651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008505447,"threshold_uncertainty_score":0.03302729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014347815","doi":"10.1177/0093650220911809","title":"Mortality Salience and Mobile Voice Calling: A Case of a Massive Natural Disaster","year":2020,"lang":"en","type":"article","venue":"Communication Research","topic":"Death Anxiety and Social Exclusion","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute of Informatics","keywords":"Salience (neuroscience); Natural disaster; Psychology; Priming (agriculture); Mortality salience; Interpersonal ties; Social psychology; Communication; Cognitive psychology; Geography","authors":[{"name":"Takahisa Suzuki","is_ca":false},{"name":"Tetsuro Kobayashi","is_ca":false},{"name":"Jeffrey Boase","is_ca":true},{"name":"Yuko Tanaka","is_ca":false},{"name":"Ryutaro Wakimoto","is_ca":false},{"name":"Tsutomu Suzuki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1943888049786169,"gpt":0.4962933523643553,"spread":0.3019045473857385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063316,0.0002762551,0.0003316117,0.001167452,0.005485121,0.00157112,0.0006220499,0.002353442,0.00187546],"category_scores_gemma":[0.005089401,0.0002309648,0.0003271879,0.0008472871,0.002152237,0.001629262,0.001940814,0.002740623,0.0001745318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330499,"about_ca_system_score_gemma":0.0005683196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006432755,"about_ca_topic_score_gemma":0.01129456,"domain_scores_codex":[0.9992667,0.0004056874,0.00002905858,0.00005999628,0.00006589762,0.0001727477],"domain_scores_gemma":[0.9969578,0.00138803,0.0007807018,0.0001859676,0.0001157253,0.0005718102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009371058,0.001502271,0.4925932,0.000167095,0.0001506272,0.1294935,0.3212409,0.0007053141,0.003798385,0.01680998,0.005104086,0.02749765],"study_design_scores_gemma":[0.0000754694,0.000622143,0.4460198,0.00009975547,0.0001006924,0.05020811,0.4781093,0.004483212,0.0007683555,0.009783711,0.009604241,0.0001252503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957336,0.0001348326,0.0002263685,0.002275558,0.00001639957,0.000009105467,0.00002011376,0.000003636285,0.001580406],"genre_scores_gemma":[0.999317,0.0001580739,0.0001644355,0.0001348193,0.00002889961,0.000006944848,0.000017933,0.000001717515,0.0001701189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006432755,"threshold_uncertainty_score":0.01279062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414296141","doi":"10.1177/00936502251370943","title":"The Role of Political Interest in the Relationships Between Privacy Concerns, Social Network Size, and Political Expression on Facebook, Twitter, and Instagram","year":2025,"lang":"en","type":"article","venue":"Communication Research","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Social media; Social network (sociolinguistics); Expression (computer science); Political communication; Survey data collection","authors":[{"name":"Christian Pieter Hoffmann","is_ca":false},{"name":"Shelley Boulianne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3444725468829322,"gpt":0.5031972219089553,"spread":0.1587246750260231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002530578,0.0001848965,0.0001847326,0.001344563,0.001198606,0.002431756,0.000277239,0.0005062493,0.005606287],"category_scores_gemma":[0.01482005,0.0001691536,0.000294347,0.001221729,0.001711996,0.001705023,0.001290228,0.0009897476,0.0004449072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009307762,"about_ca_system_score_gemma":0.000683646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009744695,"about_ca_topic_score_gemma":0.01561796,"domain_scores_codex":[0.9980841,0.0009518911,0.00009681605,0.0002067817,0.0003491494,0.0003113346],"domain_scores_gemma":[0.9680357,0.02082293,0.006688226,0.0009544987,0.001544533,0.00195429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001343464,0.0001167532,0.984121,0.00002488869,0.00006452046,0.00008840382,0.006380203,0.0001624795,0.0004796332,0.001795892,0.000250806,0.006381006],"study_design_scores_gemma":[0.000004935514,0.00003814607,0.9904346,0.00001876665,0.00002555655,0.0000558356,0.006682004,0.0005392114,0.0002305472,0.0005529792,0.001409178,0.000008240449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911975,0.00008512389,0.0002428666,0.0003832669,0.000005573934,0.00001229981,0.0001147528,0.000003281579,0.007955404],"genre_scores_gemma":[0.9995484,0.00002650907,0.00004341382,0.00002720098,0.000005824775,0.000005852521,0.00004068456,0.000002181981,0.0002998723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009744695,"threshold_uncertainty_score":0.01937598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}