{"id":"W2611256551","doi":"10.1021/acs.langmuir.7b00412","title":"Grafted Polystyrene Monolayer Brush as Both Negative and Positive Tone Electron Beam Resist","year":2017,"lang":"en","type":"article","venue":"Langmuir","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resist; Polystyrene; Materials science; Monolayer; Brush; Layer (electronics); Photoresist; Coating; Silicon; Nanolithography; Electron-beam lithography; Scanning electron microscope; Substrate (aquarium); Nanotechnology; Composite material; Polymer chemistry; Polymer; Optoelectronics; Fabrication","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":[0.00002917824,0.0001249531,0.0001285636,0.00005159057,0.0002634024,0.00009353354,0.0001005807,0.00007274294,0.00002918851],"category_scores_gemma":[0.00002144814,0.0001143295,0.00003386196,0.00004295866,0.00003320826,0.00009264249,0.00003417098,0.0001175668,0.00001605697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000284974,"about_ca_system_score_gemma":0.000007337712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007027203,"about_ca_topic_score_gemma":0.0002221027,"domain_scores_codex":[0.9994944,0.00001142333,0.0000808949,0.0001465452,0.00007884627,0.0001878508],"domain_scores_gemma":[0.9996436,0.00001283892,0.00003032427,0.0002395395,0.00001973334,0.0000539582],"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":[0.0001805189,0.00004008906,0.002391546,0.00005510451,0.0004878751,0.000120776,0.001420499,0.0001400538,0.9683319,0.004198791,0.01250259,0.0101302],"study_design_scores_gemma":[0.000639792,0.0001001212,0.4617665,0.00002710063,0.00005172403,0.00003390197,0.0000394256,0.0002650183,0.5312016,0.001203449,0.004367625,0.0003037236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890001,0.0007720154,0.0001939818,0.0001729312,0.0001144009,0.0001104348,0.00002147675,0.0001112227,0.009503379],"genre_scores_gemma":[0.9987455,0.00006004213,0.0002248111,0.00007347125,0.00009012327,0.000008486504,0.00001332517,0.00002548076,0.0007587299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.459375,"threshold_uncertainty_score":0.4662221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003771573670990304,"score_gpt":0.2279625386604834,"score_spread":0.2241909649894931,"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."}}