{"id":"W4406241507","doi":"10.1007/978-3-030-71522-9_78","title":"Identity Management","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Identity (music); Identity management; Sociology; Political science; Geography; Philosophy; Archaeology; Aesthetics; Authentication (law)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006223621,0.0004433877,0.0002838877,0.0008995411,0.00262994,0.005227947,0.000803309,0.001386228,0.08728453],"category_scores_gemma":[0.001062631,0.0001784126,0.0002144927,0.0008767336,0.001474206,0.003038904,0.002341101,0.002025028,0.04084281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689843,"about_ca_system_score_gemma":0.002252748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183593,"about_ca_topic_score_gemma":0.005774891,"domain_scores_codex":[0.9995648,0.0001030441,0.00001469543,0.00005954573,0.0001917109,0.000066161],"domain_scores_gemma":[0.999786,0.00004296155,0.00001377897,0.00003881664,0.00006319879,0.00005531365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001143579,0.00007982024,0.0001550918,0.00007615149,0.0000020681,0.00006650716,0.002384843,0.0000896946,0.0003808381,0.3662846,0.3326512,0.2978178],"study_design_scores_gemma":[0.000001524964,0.000007997401,0.0002326243,0.0001264373,0.0000010949,0.0001111752,0.0008756287,0.0001075543,0.0001536437,0.02884593,0.9695328,0.00000363741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006254768,0.002979381,0.003728092,0.002644644,0.0006361433,0.00003731922,0.00002889198,0.0001133313,0.9892067],"genre_scores_gemma":[0.008195454,0.0019234,0.001946197,0.0009345133,0.0001427216,0.00003512891,0.00004830732,0.00003725034,0.9867371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08728453,"threshold_uncertainty_score":0.2919959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482432872852264,"score_gpt":0.3262059041243677,"score_spread":0.3013815753958451,"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."}}