{"id":"W3016814187","doi":"10.1177/2056305120909474","title":"Searching for Oneself on YouTube: Teenage Peer Socialization and Social Recognition Processes","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Closeness; Socialization; Identity (music); Dialogical self; Psychology; Social psychology; Sociology; Value (mathematics); Aesthetics; Computer science; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007329824,0.0002423683,0.0003785383,0.00003341349,0.003379693,0.0002245972,0.0002244464,0.000538688,0.00006413573],"category_scores_gemma":[0.005128729,0.0002673778,0.0002802148,0.0005683348,0.0007947339,0.0003031718,0.00005357803,0.0003999909,0.00002767489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380553,"about_ca_system_score_gemma":0.00073556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245993,"about_ca_topic_score_gemma":0.0008526816,"domain_scores_codex":[0.9971133,0.0003216537,0.0003137823,0.0004322489,0.001082084,0.000736868],"domain_scores_gemma":[0.9972602,0.001466387,0.0001902782,0.00004909212,0.0007540767,0.0002800137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004331682,0.00005633864,0.0002075623,0.000235083,0.00006049862,7.498303e-7,0.9430025,1.690594e-7,0.00009748679,0.01594849,0.02706124,0.01328655],"study_design_scores_gemma":[0.001683367,0.0001231585,0.0003995739,0.00004013106,0.0001994721,1.932126e-7,0.7986295,0.00004457518,0.0003767783,0.03268036,0.1651424,0.0006805279],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8016706,0.0002974599,0.001204164,0.1794641,0.002940298,0.002669217,0.0009137326,0.0009998525,0.009840642],"genre_scores_gemma":[0.9759758,0.0003348699,0.0005623307,0.005721028,0.01666948,0.0001844314,0.0003514612,0.00006984952,0.0001307987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1743052,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333944322856543,"score_gpt":0.3609852205767292,"score_spread":0.2275907882910749,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}