{"id":"W7106233177","doi":"10.5281/zenodo.17678751","title":"THE FRACTAL CODEX","year":2025,"lang":"en","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chaos, Complexity, and Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fractal Systems (Canada)","funders":"","keywords":"Fractal; Identity (music); Transition (genetics); Experiential learning; Figure–ground","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003256028,0.0006489092,0.0003901214,0.00120156,0.001958027,0.005693458,0.000742877,0.00136977,0.04264039],"category_scores_gemma":[0.002070869,0.0003719577,0.0004547295,0.001097562,0.003151393,0.004135062,0.001867243,0.002677639,0.01256066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083236,"about_ca_system_score_gemma":0.001133931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292959,"about_ca_topic_score_gemma":0.002663875,"domain_scores_codex":[0.999616,0.0000635598,0.00001311481,0.00006543286,0.000207587,0.00003422444],"domain_scores_gemma":[0.9994825,0.0002217047,0.00002424366,0.00009304249,0.0001307557,0.00004783519],"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":[0.00001021348,0.000004562711,0.00006320241,0.00008180692,0.000003134063,0.00008262581,0.0006396871,0.0005573725,0.0004992571,0.8390347,0.1208728,0.03815071],"study_design_scores_gemma":[0.000002179124,0.00000478595,0.00008952471,0.00005514611,0.000001364692,0.0001745807,0.0001091,0.0008182257,0.0002163322,0.07190838,0.926614,0.000006357913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00294817,0.01096106,0.04727207,0.005714975,0.002883136,0.00007203477,0.0004315237,0.001013662,0.9287032],"genre_scores_gemma":[0.04499913,0.007322729,0.0230673,0.00155004,0.0009983334,0.0001596907,0.0004895247,0.001092371,0.9203209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04264039,"threshold_uncertainty_score":0.1426463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169189708504766,"score_gpt":0.2572970886337037,"score_spread":0.215605191548656,"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."}}