{"id":"W2098597343","doi":"10.1039/c1an15125h","title":"Subcellular features revealed on unfixed rat brain sections by phase imaging","year":2011,"lang":"en","type":"article","venue":"The Analyst","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Autism Research Institute; Autism Research Foundation","keywords":"Atomic force microscopy; Phase contrast microscopy; Phase imaging; Phase (matter); Microscopy; Visualization; Electron microscope; Biological specimen; Materials science; Nanotechnology; Optics; Biophysics; Chemistry; Computer science; Physics; Biology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001350127,0.0001132255,0.0001098805,0.00003805504,0.0003129377,0.00003852828,0.0002159506,0.00001598656,0.0004932334],"category_scores_gemma":[0.000001422381,0.0000800944,0.0001171143,0.0002169261,0.00006127398,0.00004115805,0.00002805684,0.0001546463,0.00006246115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001419995,"about_ca_system_score_gemma":0.00001215733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008934597,"about_ca_topic_score_gemma":0.000008725554,"domain_scores_codex":[0.9994178,0.00003856383,0.0001290459,0.0001702632,0.00006385861,0.000180406],"domain_scores_gemma":[0.9994162,0.0000269957,0.00007276338,0.0004104606,0.0000271081,0.00004648148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003529759,0.0005034457,0.002448516,0.000003811929,0.0001298804,0.000001305842,0.0006082761,0.00001015114,0.3717788,0.08073753,0.5400752,0.003667809],"study_design_scores_gemma":[0.0009045107,0.0001069735,0.0003478485,0.0000296915,0.0002181869,0.000003036332,0.0009135928,0.0005731964,0.791891,0.0147335,0.1898612,0.0004172521],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7362517,0.0003035595,0.138064,0.004904803,0.0001302999,0.0009023333,0.0002966036,0.0003336551,0.118813],"genre_scores_gemma":[0.992151,0.000002100847,0.0003671296,0.0003117573,0.00009912653,0.00005900079,0.0001213594,0.00001583065,0.006872696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4201123,"threshold_uncertainty_score":0.540056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122195221919635,"score_gpt":0.2772641100468773,"score_spread":0.266042157827681,"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."}}