{"id":"W2114979209","doi":"10.1007/978-1-4614-1891-7_2","title":"Basic IFS Theory","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Differential Equations and Dynamical Systems","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Acadia University; University of Guelph","funders":"","keywords":"Mathematics; Computer science; Mathematical economics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001346286,0.0002586486,0.0003782,0.00006770989,0.00005156218,0.00001474683,0.0001609636,0.0002888319,0.01458628],"category_scores_gemma":[0.00006234223,0.0001903481,0.0001924119,0.000009498952,0.0000572494,0.00003803163,0.00006839647,0.0002015133,0.001070083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004097388,"about_ca_system_score_gemma":0.00002040161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006212369,"about_ca_topic_score_gemma":0.00002535657,"domain_scores_codex":[0.9990381,0.00001737583,0.0003587509,0.000249812,0.0001828379,0.0001531416],"domain_scores_gemma":[0.9988899,0.000311946,0.0001852609,0.0004691828,0.00006195508,0.00008174416],"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":[0.000006969125,0.00001633475,3.280439e-7,0.00004777807,0.0000501535,0.000002664461,0.00003093666,8.663699e-8,0.000003218046,0.9897276,0.0008831197,0.009230849],"study_design_scores_gemma":[0.00009705145,0.00002328055,9.584047e-7,0.00009246785,0.00006865938,0.000002802824,0.000004653992,0.00002283385,0.000005259776,0.945626,0.05381971,0.0002362971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004818867,0.00006072093,0.3009575,0.000006216376,0.0001748499,0.0001876606,0.00001462048,0.0001182835,0.6984753],"genre_scores_gemma":[0.002619752,0.00002228205,0.004060142,0.00004286442,0.0001719901,0.00001170363,0.00002140995,0.00007772323,0.9929721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2968974,"threshold_uncertainty_score":0.9997077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0714881228698682,"score_gpt":0.2831140328649885,"score_spread":0.2116259099951203,"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."}}