{"id":"W4401036617","doi":"10.1002/symb.1203","title":"Dialogues of Self and Identity: Foundations for Collection Action","year":2024,"lang":"en","type":"article","venue":"Symbolic Interaction","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Action (physics); Psychology; Social psychology; Psychoanalysis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005966555,0.0005952411,0.0005799123,0.001607456,0.008937824,0.01191188,0.001569482,0.003729427,0.005690716],"category_scores_gemma":[0.005231082,0.0003818119,0.0005587174,0.00152992,0.05891526,0.01709422,0.006161267,0.005443078,0.0009284119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01266215,"about_ca_system_score_gemma":0.008260711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02384569,"about_ca_topic_score_gemma":0.01308261,"domain_scores_codex":[0.9960799,0.00250771,0.00009452086,0.0004674127,0.0005288972,0.0003216829],"domain_scores_gemma":[0.996786,0.002019535,0.0001666633,0.0003110543,0.0003475685,0.0003691993],"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":[0.000004198005,0.000008754419,0.00004989675,0.00002560411,0.000001288676,0.00003274023,0.01116376,0.00007066139,0.00002168281,0.9748753,0.008053485,0.00569256],"study_design_scores_gemma":[0.000006983695,0.000008801813,0.0001367731,0.0002862604,0.000002483726,0.00006317001,0.007706563,0.0002823664,0.00004221407,0.7900065,0.2014481,0.000009940156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009855815,0.1034501,0.03325778,0.1809388,0.002233108,0.0001429427,0.0001160596,0.0001171967,0.6698881],"genre_scores_gemma":[0.7907882,0.03989664,0.02383638,0.01264523,0.001609276,0.0006621216,0.000157744,0.0001981458,0.1302063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02384569,"threshold_uncertainty_score":0.09187078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137288280671143,"score_gpt":0.3150981326256367,"score_spread":0.2737252498189253,"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."}}