{"id":"W2021303634","doi":"10.1142/s0219581x07004456","title":"VAPOR-PHASE CHEMICAL FUNCTIONALIZATION OF HIGH POROSITY, NANOSTRUCTURED THIN FILMS","year":2007,"lang":"en","type":"article","venue":"International Journal of Nanoscience","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Surface modification; Materials science; Trichlorosilane; Contact angle; X-ray photoelectron spectroscopy; Thin film; Chemical engineering; Chemical vapor deposition; Scanning electron microscope; Nanotechnology; Phase (matter); Porosity; Organic chemistry; Composite material; Chemistry; Optoelectronics; Silicon","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113481,0.0001012441,0.0001872458,0.0001652252,0.00005963439,0.00008253645,0.0006880011,0.00006642213,0.0004629804],"category_scores_gemma":[0.0009830524,0.00007919806,0.00008902301,0.0002379001,0.000232409,0.0004812299,0.0001083088,0.000123553,0.00000906622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006240673,"about_ca_system_score_gemma":0.0001325661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003587947,"about_ca_topic_score_gemma":0.000003220239,"domain_scores_codex":[0.9976308,0.00002345005,0.0007225805,0.0001676023,0.001275386,0.0001801615],"domain_scores_gemma":[0.9976506,0.0001448775,0.0008042703,0.00009272336,0.001194326,0.0001131918],"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":[0.0001634105,0.0001297752,0.0005056992,0.000003866517,0.000006124372,0.00002733854,0.0001383335,0.0001009628,0.9899073,0.007303244,0.0005058568,0.001208066],"study_design_scores_gemma":[0.0008108363,0.0002244662,0.003133009,0.00005633951,0.00001045044,0.0002184,0.00005889275,0.0002078397,0.9907367,0.004081515,0.0003694368,0.00009206825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776294,0.00003381983,0.01881109,0.0003504828,0.002784374,0.00004538304,0.00002313309,0.00001007629,0.0003122885],"genre_scores_gemma":[0.9803426,0.000004538076,0.01910488,0.0002186629,0.0002145005,3.504431e-7,0.000004639279,0.000005651254,0.0001041582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003221728,"threshold_uncertainty_score":0.5069311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075439758885372,"score_gpt":0.2927217046701052,"score_spread":0.2819673070812515,"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."}}