{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009902288,0.00006713063,0.00007812249,0.0003363169,0.0001340816,0.0005561124,0.00008520388,0.00003663563,0.00001113673],"category_scores_gemma":[0.00004234616,0.00006467427,0.00004759085,0.0005312409,0.0000132233,0.004019684,0.00004437415,0.00004937439,0.00001295503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005921648,"about_ca_system_score_gemma":0.00006449784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002717062,"about_ca_topic_score_gemma":0.00002383667,"domain_scores_codex":[0.9994367,0.00001888106,0.000165316,0.00018627,0.0001088124,0.00008404053],"domain_scores_gemma":[0.9996347,0.0001497683,0.0000479577,0.00007813184,0.00006188228,0.00002751656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001283468,0.0002744739,0.001929182,0.0007924649,0.0004628909,0.000003439198,0.02066096,0.00005929614,0.01727365,0.6924322,0.02876792,0.2372152],"study_design_scores_gemma":[0.0006888114,0.0005180587,0.0162125,0.0002532626,0.00006787985,0.0001321824,0.0006705831,0.2187304,0.0411531,0.1213029,0.5997533,0.000517062],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3618017,0.0002221049,0.6096816,0.001287793,0.0053363,0.0005550334,0.00000573765,0.0007935252,0.02031624],"genre_scores_gemma":[0.9929878,0.00007591827,0.00351781,0.00003767397,0.0001293481,0.00005643778,0.00001348241,0.000006647348,0.003174946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6311861,"threshold_uncertainty_score":0.5362605,"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."}}