{"id":"W3198975448","doi":"10.1142/9781860948053_0011","title":"MOLECULAR MONOLAYERS ON SILICON SURFACES","year":2006,"lang":"en","type":"book-chapter","venue":"PUBLISHED BY IMPERIAL COLLEGE PRESS AND DISTRIBUTED BY WORLD SCIENTIFIC PUBLISHING CO. eBooks","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Steacie Institute for Molecular Sciences","funders":"","keywords":"Monolayer; Silicon; Materials science; Nanotechnology; Optoelectronics","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001010113,0.00117747,0.00108065,0.000351321,0.001150186,0.01973238,0.001414105,0.001083176,0.00104977],"category_scores_gemma":[0.0002830199,0.001168545,0.0003676197,0.0001738132,0.0007267433,0.002219306,0.0005027336,0.001457755,0.00001156741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727892,"about_ca_system_score_gemma":0.0002942099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005025211,"about_ca_topic_score_gemma":0.0001292805,"domain_scores_codex":[0.9936095,0.00007680641,0.001260179,0.002216198,0.00169585,0.001141401],"domain_scores_gemma":[0.9961123,0.0002492504,0.001004446,0.001332953,0.0006133566,0.0006876271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002797922,0.0001293335,0.00002529928,0.0001618639,0.0002071304,0.00003188539,0.0000563117,0.00009380664,0.04325315,0.0373107,0.9174311,0.001019648],"study_design_scores_gemma":[0.001763139,0.00004791621,0.000004931209,0.0002328926,0.0001461769,0.000005612135,0.00003345873,0.0009073722,0.04159075,0.004414528,0.9495156,0.001337645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05192669,0.002018712,0.00005112363,0.0005011287,0.001680933,0.0006999077,0.05767714,0.000520981,0.8849234],"genre_scores_gemma":[0.5560679,0.000006984882,0.000009942829,0.00009884436,0.0003196133,0.00007669355,0.02311872,0.0001504399,0.4201509],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5041412,"threshold_uncertainty_score":0.9998634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329970695455382,"score_gpt":0.2200633479873773,"score_spread":0.2067636410328235,"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."}}