{"id":"W4415719699","doi":"10.18280/ts.420506","title":"Adaptive Signal-Mapped Visualization of Hierarchical Data Using Region-Based Segmentation and Virtual Grid Resampling","year":2025,"lang":"","type":"article","venue":"Traitement du signal","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Resampling; Segmentation; Visualization; Pattern recognition (psychology); Grid; Image segmentation","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":[0.0006285267,0.0006057252,0.000541417,0.001257096,0.0002271811,0.001360436,0.0007662727,0.0005318649,0.004221248],"category_scores_gemma":[0.003070771,0.0003481989,0.0004498968,0.001297189,0.0003347228,0.0008207866,0.0009894058,0.0008682126,0.0004296022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004266135,"about_ca_system_score_gemma":0.000823784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747769,"about_ca_topic_score_gemma":0.003065906,"domain_scores_codex":[0.9997569,0.00007737702,0.00001633117,0.00003342359,0.00008674083,0.00002928504],"domain_scores_gemma":[0.9989177,0.0005504026,0.0000789698,0.0001730681,0.0002176421,0.00006220475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00111206,0.00021494,0.002568846,0.0005157888,0.0001603391,0.0005179601,0.001243843,0.2494576,0.219991,0.02929406,0.009952221,0.4849713],"study_design_scores_gemma":[0.00004240481,0.00004644908,0.001110821,0.00001881986,0.00001831219,0.0001197974,0.00006588751,0.9681395,0.0219305,0.005459655,0.003020135,0.00002771576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02430479,0.0001040776,0.9712169,0.000167613,0.00003863867,0.00004995839,0.0001724841,0.003030141,0.0009153822],"genre_scores_gemma":[0.2252042,0.0002367534,0.7721709,0.00006850442,0.00003403286,0.0001344296,0.0003052582,0.0008050145,0.001040974],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004221248,"threshold_uncertainty_score":0.01412153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0785968935524702,"score_gpt":0.3435397082339036,"score_spread":0.2649428146814334,"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."}}