{"id":"W4408662976","doi":"10.31581/jbs-35.1-2.588(2025)","title":"Identity Trap","year":2025,"lang":"en","type":"article","venue":"The Journal of Bahá’í Studies","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trap (plumbing); Identity (music); Art; Physics; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01247932,0.00006829889,0.0002836455,0.0001910969,0.0002583006,0.0001237877,0.001202333,0.00001382298,0.00006023944],"category_scores_gemma":[0.003831536,0.0000320013,0.0001169296,0.0005642097,0.0001921641,0.000575602,0.0004712574,0.0001333238,0.00007506495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002822275,"about_ca_system_score_gemma":0.0000323371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001136944,"about_ca_topic_score_gemma":0.0001123839,"domain_scores_codex":[0.997861,0.0003150885,0.0006836503,0.00008015504,0.0009463092,0.0001138407],"domain_scores_gemma":[0.9969969,0.001783226,0.0003854465,0.0003504645,0.0004600734,0.00002384409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001002359,0.00008728457,0.0008668838,0.00001993933,0.0006518667,0.00001280911,0.004362412,0.00009014009,0.00009480819,0.07365269,0.8703503,0.0497106],"study_design_scores_gemma":[0.0004611622,0.0001068053,0.03316496,0.00008236316,0.000214199,0.00001116774,0.05052687,0.00001551104,0.0002580489,0.5963883,0.3186902,0.00008047698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6308249,0.04878626,0.09961041,0.1526445,0.009494154,0.0004436956,0.00002741046,0.00003870019,0.05812994],"genre_scores_gemma":[0.9845898,0.003985571,0.0003822175,0.002602894,0.0001495956,0.000001033532,1.04933e-7,0.000002616489,0.008286207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5516602,"threshold_uncertainty_score":0.4586983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4131826001841808,"score_gpt":0.5609315567244447,"score_spread":0.1477489565402639,"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."}}