{"id":"W2736836415","doi":"10.1149/ma2012-01/45/1637","title":"Monitoring the Movement of Reductively Desorbed Self Assembled Monolayers via Fluorescence Microscopy","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Monolayer; Fluorescence microscope; Fluorescence; Chemistry; Microscopy; Biophysics; Nanotechnology; Photochemistry; Materials science; Biochemistry; Optics; Biology; Physics","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":[0.0001757072,0.0002215104,0.000170887,0.0001531608,0.0002147315,0.0002077505,0.0003282095,0.0003187274,0.001574899],"category_scores_gemma":[0.0002301062,0.0001048837,0.0001188786,0.000130366,0.0001500781,0.0002628396,0.0001270611,0.0005071121,0.0003628245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948449,"about_ca_system_score_gemma":0.0001369445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006973918,"about_ca_topic_score_gemma":0.0008963887,"domain_scores_codex":[0.9998984,0.00001307118,0.000003526647,0.00002355725,0.00003209945,0.00002925351],"domain_scores_gemma":[0.9998959,0.00003847207,0.00001841038,0.00001028437,0.00002356359,0.00001334442],"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":[0.00003781525,0.0000110507,0.00005621387,0.00001766008,0.000002286342,0.00001503972,0.0000130937,0.00002305763,0.9989491,0.00006663026,0.00007475698,0.0007333077],"study_design_scores_gemma":[0.000008105745,0.00005962368,0.0007571064,0.000001908553,0.000003754067,0.00002050608,0.00001501719,0.0007312311,0.9977608,0.00001905042,0.000620278,0.000002535709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99111,0.0004345216,0.006082396,0.0001954078,0.00002563554,0.00003052412,0.0002930571,0.00008472415,0.001743739],"genre_scores_gemma":[0.9850181,0.0006339939,0.008522579,0.0001031254,0.0000132097,0.0000695066,0.0005510011,0.00002515416,0.005063356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001574899,"threshold_uncertainty_score":0.005268574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207977228971983,"score_gpt":0.2497910193616004,"score_spread":0.2377112470718806,"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."}}