{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00814426,0.0005852632,0.0008391724,0.003085575,0.002784008,0.006628564,0.001666506,0.00282745,0.01164183],"category_scores_gemma":[0.02024049,0.0003327016,0.0005353193,0.003364487,0.007049115,0.01069758,0.003406596,0.005253631,0.005734562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005785351,"about_ca_system_score_gemma":0.00798784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322498,"about_ca_topic_score_gemma":0.01252124,"domain_scores_codex":[0.9952615,0.002283632,0.0002786625,0.0004773306,0.001347617,0.0003511585],"domain_scores_gemma":[0.9904745,0.004318992,0.0004994766,0.0005533007,0.003645312,0.0005084174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003387468,0.00001280823,0.0002072689,0.001100719,0.00001813766,0.0001169469,0.002878368,0.00008964277,0.0001123134,0.1762162,0.6626146,0.1565991],"study_design_scores_gemma":[0.000002322102,0.000005615037,0.0001838492,0.0008093832,0.000004297073,0.0001254436,0.000793193,0.00002774469,0.00005848962,0.01100805,0.9869745,0.000007104053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0008220833,0.7889568,0.002737991,0.1559369,0.01579425,0.00002641071,0.0001638357,0.00006398348,0.03549778],"genre_scores_gemma":[0.05907802,0.7515521,0.003386688,0.08635013,0.02351674,0.0001328446,0.0005656527,0.0003204868,0.07509734],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01322498,"threshold_uncertainty_score":0.04307145,"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."}}