{"id":"W7056122408","doi":"","title":"Differentiating Visual Search Efficiencies for Symmetry Type and Texture Regularity","year":2023,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Symmetry (geometry); Reflection symmetry; Texture (cosmology); Gestalt psychology; Type (biology); Rotation (mathematics); Function (biology); Differential (mechanical device)","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":[0.000414189,0.0002295198,0.000296729,0.0004903974,0.0001138336,0.0009049946,0.0002212784,0.0002993651,0.004179762],"category_scores_gemma":[0.003160127,0.0001625954,0.0002184648,0.0002097085,0.0003010115,0.0008454355,0.0005760473,0.0003501519,0.0004652539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760538,"about_ca_system_score_gemma":0.0001627363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006212368,"about_ca_topic_score_gemma":0.0006733192,"domain_scores_codex":[0.9997848,0.00003029698,0.00002170069,0.00005070403,0.00007363335,0.00003887016],"domain_scores_gemma":[0.998195,0.0009944109,0.0003415746,0.0001935239,0.0001521481,0.0001232038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008221608,0.00009903056,0.01404529,0.00008949396,0.00002600261,0.00003904999,0.0002341829,0.0002550275,0.9651409,0.0006215698,0.0001755743,0.01845173],"study_design_scores_gemma":[0.00007112207,0.001217571,0.6807999,0.00004121072,0.0000880911,0.0003666678,0.000893994,0.007642147,0.3058786,0.001823084,0.001117388,0.00006021643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968985,0.00004714649,0.001201019,0.0000191216,0.000003890676,0.000009376517,0.00008245337,0.00001354927,0.001724848],"genre_scores_gemma":[0.9954433,0.00009824367,0.002569965,0.00002781201,0.000003296739,0.0000253826,0.0002722388,0.00003966092,0.001520166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004179762,"threshold_uncertainty_score":0.01398271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191938841620094,"score_gpt":0.1743947061635614,"score_spread":0.1624753177473605,"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."}}