{"id":"W2783300669","doi":"10.3917/nect.006.0124","title":"Comment les adolescents construisent leur identité avec Youtube et les médias sociaux","year":2017,"lang":"fr","type":"article","venue":"Nectart","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Art; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"category_scores_codex":[0.002347619,0.0002456719,0.0003026032,0.00005071221,0.003545016,0.0003259883,0.0006667117,0.0003650237,0.000685098],"category_scores_gemma":[0.001090133,0.0002777456,0.0002101913,0.00007627378,0.003344315,0.0004261386,0.0001257067,0.0004922339,0.0003175904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195526,"about_ca_system_score_gemma":0.0005362502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046035,"about_ca_topic_score_gemma":0.002265009,"domain_scores_codex":[0.9971571,0.001062122,0.0003696906,0.0004052959,0.000450969,0.0005548304],"domain_scores_gemma":[0.9981844,0.0005363821,0.0004114751,0.0004039923,0.0002532295,0.0002105317],"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":[0.000004831087,0.0003521708,0.5026157,0.00007535721,0.0000982311,0.000002796261,0.05124351,0.000002912619,0.00001409313,0.3934188,0.03734757,0.01482401],"study_design_scores_gemma":[0.000636475,0.0000571345,0.4178483,0.0004642523,0.00008375946,0.000005169867,0.09073771,0.00002860597,0.00001984311,0.004895873,0.4848218,0.0004010833],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4889015,0.00381097,0.0001266655,0.4306523,0.01782934,0.0004434537,0.00007548899,0.00008650411,0.0580738],"genre_scores_gemma":[0.9787918,0.003384787,0.0005272623,0.003696051,0.004434993,0.00003167679,0.00003790933,0.00002634299,0.009069133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4898904,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.385435697965011,"score_gpt":0.4927506176253641,"score_spread":0.1073149196603531,"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."}}