{"id":"W4411320606","doi":"10.22492/issn.2187-4743.2025.35","title":"Online Communities and Identity Exploration: Insights From Gender-Diverse Youth in Canada","year":2025,"lang":"en","type":"article","venue":"ACP official conference proceedings","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Computer science; Data science; Sociology; Aesthetics; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000831234,0.0001105941,0.0001938732,0.00008966985,0.000446266,0.0001708848,0.0002875228,0.0001009735,0.00004635082],"category_scores_gemma":[0.0002750371,0.0001240996,0.00001713454,0.0003315655,0.0002604983,0.0006671135,0.0001060236,0.0002264191,0.000002123577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980713,"about_ca_system_score_gemma":0.002706922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9836213,"about_ca_topic_score_gemma":0.9967769,"domain_scores_codex":[0.9990544,0.00004899619,0.0002064576,0.0001399165,0.0003074587,0.0002427288],"domain_scores_gemma":[0.9993503,0.0001415486,0.00006994649,0.0000534657,0.0002873303,0.00009738823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002174717,0.00005645425,0.2034489,0.00002734786,0.00002036663,0.000003139638,0.5148751,4.264468e-7,0.00004199376,0.2791881,0.000379293,0.00193711],"study_design_scores_gemma":[0.0002192722,0.000008628403,0.02124733,0.00006460587,0.0000302131,2.304215e-8,0.9369648,0.00006033706,0.00008559722,0.03931592,0.00186466,0.0001385719],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899873,0.0001105187,0.00003941679,0.001088134,0.00058193,0.0001675676,0.00005567874,0.00003400106,0.007935419],"genre_scores_gemma":[0.9986646,0.0002878875,0.00004653217,0.0006459061,0.0002594842,0.000007732203,0.00003269623,0.000004410717,0.00005079898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4220897,"threshold_uncertainty_score":0.5060635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249307971464635,"score_gpt":0.326249995753361,"score_spread":0.2013191986068975,"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."}}