{"id":"W2169941178","doi":"10.1109/ccece.2003.1226163","title":"Modelling of multifractal object boundaries","year":2004,"lang":"en","type":"article","venue":"","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Multifractal system; Boundary (topology); Fractal; Mathematics; Fractal dimension; Wavelet; Fractal compression; Fractal analysis; Fractal transform; Measure (data warehouse); Mathematical analysis; Artificial intelligence; Computer science; Image processing; Data mining; Image (mathematics); Image compression","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":[0.0005492169,0.0003184498,0.0005233612,0.0007539521,0.0002878914,0.0008377722,0.0008998815,0.0009522497,0.0004724138],"category_scores_gemma":[0.001820956,0.00025797,0.0006430056,0.0003636731,0.000738777,0.001580696,0.0006449564,0.0006283523,0.0001850863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423713,"about_ca_system_score_gemma":0.0003307267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009040336,"about_ca_topic_score_gemma":0.0007020092,"domain_scores_codex":[0.9996889,0.00004863867,0.00001787901,0.00006588398,0.0001548394,0.00002391878],"domain_scores_gemma":[0.999323,0.0002994247,0.0001174074,0.000146567,0.0000883352,0.00002513624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001067977,0.00004245416,0.001504794,0.0001660129,0.00003709396,0.0004812556,0.0005297036,0.7146559,0.1298941,0.05836957,0.0004063504,0.09380585],"study_design_scores_gemma":[0.00000400683,0.0000291144,0.0004734126,0.000009218817,0.000006030875,0.0001764727,0.00002059331,0.9802592,0.01116981,0.00628759,0.001550825,0.00001364382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04756022,0.0001876047,0.9512841,0.0000425658,0.00001536207,0.00002212009,0.00002704228,0.0001458532,0.0007151681],"genre_scores_gemma":[0.5573143,0.0003207574,0.4409007,0.00002534733,0.00002173874,0.0000639307,0.0001114987,0.0000529137,0.001188889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009522497,"threshold_uncertainty_score":0.003074288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06516724618756797,"score_gpt":0.3019952036209779,"score_spread":0.23682795743341,"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."}}