{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"525728ec3589","filters":{"venue":"Social Networking"}},"results":[{"id":"W2562008894","doi":"10.4236/sn.2017.61001","title":"The Role of Internet Pornography Use and Cyber Infidelity in the Associations between Personality, Attachment, and Couple and Sexual Satisfaction","year":2016,"lang":"en","type":"article","venue":"Social Networking","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Openness to experience; Pornography; Psychology; Personality; The Internet; Romance; Social psychology; Sexual behavior; Developmental psychology; Clinical psychology; World Wide Web; Computer science","authors":[{"name":"Anik Ferron","is_ca":true},{"name":"Yvan Lussier","is_ca":true},{"name":"Stéphane Sabourin","is_ca":true},{"name":"Audrey Brassard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0595444572155165,"gpt":0.3484275325436385,"spread":0.288883075328122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008700698,0.0000954279,0.0001687965,0.00004605217,0.0002481445,0.00005273702,0.00008092706,0.0001766232,0.000007278377],"category_scores_gemma":[0.00003201894,0.00006067914,0.00002437126,0.0001511339,0.00038364,0.00008008483,0.00007785483,0.0001835462,4.30086e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000258782,"about_ca_system_score_gemma":0.000007212017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005618795,"about_ca_topic_score_gemma":0.006983222,"domain_scores_codex":[0.9989173,0.0003000591,0.0002449272,0.0001992021,0.0001186659,0.0002198193],"domain_scores_gemma":[0.9988722,0.0007868321,0.000170855,0.0001179139,0.00003081782,0.00002135685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009885393,0.00001448538,0.889298,0.000001136728,0.00005066549,3.681161e-7,0.005510838,8.174785e-9,0.0000344531,0.01093629,0.0001840372,0.0939598],"study_design_scores_gemma":[0.0003490861,0.00004019343,0.9854375,0.000006470719,0.00003908804,0.000001682136,0.003904807,0.000002391417,0.000002850637,0.005158344,0.004986058,0.00007153736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978496,0.0006124878,0.00002530287,0.0007856184,0.0001425815,0.0001712033,0.00003964636,0.00002403059,0.0003494987],"genre_scores_gemma":[0.9995318,0.00005442406,0.000008403265,0.00006855023,0.0002456538,0.00001714649,0.000007249362,0.000007839168,0.00005890447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09613945,"threshold_uncertainty_score":0.8493975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008299655","doi":"10.4236/sn.2013.21001","title":"Disclosure and Use of Privacy Settings in Facebook<sup>TM</sup> Profiles: Evaluating the Impact of Media Context and Gender","year":2013,"lang":"en","type":"article","venue":"Social Networking","topic":"Privacy, Security, and Data Protection","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":"Wilfrid Laurier University","funders":"","keywords":"Context (archaeology); Social media; Psychology; Internet privacy; Pencil (optics); Computer science; World Wide Web; Engineering; Geography","authors":[{"name":"Amanda Nosko","is_ca":true},{"name":"Eileen Wood","is_ca":true},{"name":"Lucia Zivcakova","is_ca":true},{"name":"Seija Molema","is_ca":true},{"name":"Domenica De Pasquale","is_ca":true},{"name":"Karin Archer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1360188643382692,"gpt":0.3744957606849131,"spread":0.2384768963466438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003214057,0.0003413732,0.0005950949,0.0001327933,0.001103125,0.0003258517,0.0005151976,0.0003724255,0.0002362778],"category_scores_gemma":[0.002784695,0.000274837,0.0001841646,0.0005913979,0.000959895,0.0008244931,0.000571835,0.0005312446,0.00001646465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822491,"about_ca_system_score_gemma":0.0002683518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007904499,"about_ca_topic_score_gemma":0.006512324,"domain_scores_codex":[0.9958459,0.001295566,0.0007412273,0.0005234503,0.0008164444,0.0007773991],"domain_scores_gemma":[0.9972475,0.001193928,0.0006780173,0.0004190234,0.0002886599,0.0001729108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002440862,0.000206383,0.2159003,0.000262303,0.0003337304,0.000001248927,0.6127383,0.0001770651,0.00501171,0.00153541,0.01333951,0.1502501],"study_design_scores_gemma":[0.009444686,0.0007376692,0.5708183,0.002691958,0.001049634,0.00003953991,0.06129412,0.005834468,0.0001350201,0.1458433,0.1975798,0.004531438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942384,0.001542954,0.0003308135,0.0007398814,0.0002548986,0.002012591,0.00007381989,0.00006667031,0.0007399375],"genre_scores_gemma":[0.9967595,0.0004059771,0.001080861,0.00009408974,0.001313898,0.0001223705,0.00007320976,0.00004047739,0.0001095956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5514441,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810545072","doi":"10.4236/sn.2018.73009","title":"Weight Bias: Twitter as a Tool for Opening Dialogue among Broad Audiences","year":2018,"lang":"en","type":"article","venue":"Social Networking","topic":"Obesity and Health Practices","field":"Health Professions","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 Calgary","funders":"","keywords":"Salient; Social media; Public relations; Political science; Position (finance); Sociology; Media studies; Law; Business","authors":[{"name":"Emily Williams","is_ca":true},{"name":"Shelly Russell‐Mayhew","is_ca":true},{"name":"Sarah Nutter","is_ca":true},{"name":"Nancy Arthur","is_ca":true},{"name":"Anusha Kassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1541312073947755,"gpt":0.4605366856126106,"spread":0.3064054782178351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002447355,0.0001843329,0.0003637306,0.00006982549,0.006915253,0.00006005868,0.00028268,0.0003868603,0.0007716824],"category_scores_gemma":[0.0003872691,0.0001702138,0.0001116816,0.0003053886,0.000251723,0.0004593435,0.0001914685,0.0006990128,0.0008368455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235578,"about_ca_system_score_gemma":0.0003413341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009264938,"about_ca_topic_score_gemma":0.003684526,"domain_scores_codex":[0.9969843,0.0007269939,0.0005796071,0.0003777035,0.0002540734,0.001077331],"domain_scores_gemma":[0.9970272,0.001885649,0.0005996977,0.0001559619,0.0002151237,0.0001164308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004226503,0.00007720101,0.6797078,0.0005285063,0.0001116378,0.000008391814,0.08965044,0.000002058276,0.00002457139,0.006904092,0.1889763,0.03358635],"study_design_scores_gemma":[0.001076572,0.0002188618,0.08131866,0.0007426315,0.00007569162,6.843534e-7,0.005513893,0.0005536485,0.000009264521,0.00772992,0.9023779,0.0003822667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910073,0.0003306003,0.001403993,0.005464514,0.008940996,0.001957529,0.000008398088,0.0002348123,0.07158615],"genre_scores_gemma":[0.9539217,0.0001143125,0.000928527,0.007352989,0.03340941,0.0003131258,0.00001660685,0.00003832954,0.00390501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7134016,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}