{"id":"W4410539944","doi":"10.1016/j.micron.2025.103859","title":"A comparison between hollow cone illumination and wavelet transform methods for chromatin fiber orientation measurement","year":2025,"lang":"en","type":"article","venue":"Micron","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Institute for Nanotechnology","funders":"National Research Council Canada","keywords":"Materials science; Orientation (vector space); Optics; Geometry; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002191725,0.0004681948,0.000638066,0.001409499,0.0003516067,0.001171859,0.0007568558,0.0006938375,0.002336676],"category_scores_gemma":[0.003812077,0.0003533077,0.0003870372,0.001610016,0.0005058865,0.001178169,0.0008071547,0.0006907745,0.0006079171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006573015,"about_ca_system_score_gemma":0.0009123729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714361,"about_ca_topic_score_gemma":0.005193952,"domain_scores_codex":[0.9985607,0.0003168891,0.00004469759,0.0001710684,0.0008125036,0.00009416173],"domain_scores_gemma":[0.9952599,0.002316014,0.0002459564,0.0004469664,0.001576859,0.0001542993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001642882,0.000237185,0.004370867,0.0004535197,0.00008370195,0.0000912703,0.0002986545,0.005766246,0.5669233,0.005523005,0.0009302115,0.4136792],"study_design_scores_gemma":[0.0001267229,0.0008526813,0.0248482,0.0001009454,0.0001791651,0.001102904,0.0002812857,0.4017813,0.5606188,0.002173804,0.007729879,0.0002042182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1057413,0.00147199,0.8883964,0.0001036137,0.00007328434,0.00008212334,0.0001705716,0.0007747366,0.003186077],"genre_scores_gemma":[0.3184028,0.001624833,0.6764568,0.00007618586,0.00004259984,0.00008488035,0.0003431987,0.0004028386,0.002565946],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002714361,"threshold_uncertainty_score":0.01159108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06980162712562592,"score_gpt":0.3887604806786863,"score_spread":0.3189588535530604,"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."}}