{"id":"W4393999588","doi":"10.1162/leon_r_02531","title":"Boundary Images","year":2024,"lang":"en","type":"article","venue":"Leonardo","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Table of contents; Download; Search engine optimization; Computer science; Boundary (topology); Information retrieval; World Wide Web; Search engine; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001359181,0.0008776907,0.000560065,0.002884383,0.003744933,0.01283331,0.002103785,0.003746141,0.1686885],"category_scores_gemma":[0.007949752,0.0005481881,0.0007926985,0.001782603,0.004767338,0.01358874,0.007104227,0.003123203,0.06471029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282775,"about_ca_system_score_gemma":0.001437106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526507,"about_ca_topic_score_gemma":0.002345797,"domain_scores_codex":[0.9977023,0.0005160674,0.0001330056,0.0004777206,0.0008254232,0.0003455697],"domain_scores_gemma":[0.997809,0.0005543541,0.0001694112,0.0005396547,0.0006743498,0.0002533707],"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":[0.00006578786,0.00001767775,0.0002827512,0.0002098799,0.000006893933,0.0002851541,0.003487396,0.0001345717,0.0006591092,0.7901671,0.1229574,0.08172623],"study_design_scores_gemma":[0.000006242748,0.000008342303,0.0002117706,0.0001523402,0.000004510759,0.0005760003,0.001446913,0.000241435,0.0004130146,0.07857969,0.9183439,0.00001578342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002294275,0.001997462,0.02929612,0.003087105,0.001240036,0.0001194615,0.0005930518,0.001014539,0.960358],"genre_scores_gemma":[0.1822442,0.005128228,0.07355145,0.007512795,0.00171353,0.0006982555,0.00379122,0.004646945,0.7207134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1686885,"threshold_uncertainty_score":0.5643193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401146440370779,"score_gpt":0.2939462990983053,"score_spread":0.2699348346945975,"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."}}