{"id":"W7116873542","doi":"10.5281/zenodo.18013207","title":"An Event-Structural Model of Selfhood: Toward a Unified Formal Framework","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ego Development and Educational Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Framing (construction); Generative grammar; Frame problem; Formal methods; Preprint; Formal system; Conceptual model","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000835999,0.0002459789,0.0002770697,0.0003786005,0.0009220265,0.0004160928,0.001724161,0.0003213273,0.01642454],"category_scores_gemma":[0.0004634884,0.0002665527,0.00009440189,0.0003589589,0.0001299372,0.0003685115,0.001861501,0.0009818895,0.001226549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374115,"about_ca_system_score_gemma":0.0000469863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000465493,"about_ca_topic_score_gemma":3.091266e-7,"domain_scores_codex":[0.997594,0.0004655541,0.0004937697,0.0006043612,0.0004150036,0.0004272951],"domain_scores_gemma":[0.99782,0.00006611183,0.0003698127,0.0007950655,0.0007825701,0.0001664318],"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":[0.001476409,0.001322698,0.0001596189,0.00145322,0.001423928,0.00001755098,0.1037487,0.01783768,0.0009928036,0.48916,0.2301032,0.1523042],"study_design_scores_gemma":[0.002883248,0.001122275,0.01832856,0.001016999,0.0005576481,0.0001670382,0.01856685,0.0540471,0.000860934,0.1461038,0.753459,0.002886559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3910312,0.0004728625,0.09572901,0.004405181,0.003319895,0.002201296,0.002375313,0.001818718,0.4986465],"genre_scores_gemma":[0.987206,0.00004921587,0.004624332,0.0001842846,0.0002294025,2.375147e-7,0.004131641,0.0005892116,0.002985609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5961748,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0867070320449995,"score_gpt":0.3626926478416882,"score_spread":0.2759856157966887,"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."}}