{"id":"W1999019084","doi":"10.1021/ma035130h","title":"PEO Penetration into Water-Plasticized Poly(vinylphenol) Thin Films","year":2003,"lang":"en","type":"article","venue":"Macromolecules","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Polymer; Polystyrene; Ethylene oxide; Adsorption; Polymer chemistry; Penetration (warfare); Thin film; Chemical engineering; X-ray reflectivity; Layer (electronics); Composite material; Chemistry; Nanotechnology; Organic chemistry; Copolymer","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":[0.0002445441,0.0003900944,0.0002198628,0.0002103503,0.0001484409,0.0002121047,0.0001941258,0.0002343277,0.0008923566],"category_scores_gemma":[0.0003415216,0.0002584156,0.0001164556,0.0001275415,0.0001969443,0.0003559462,0.0001712416,0.0003838313,0.0001876188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133909,"about_ca_system_score_gemma":0.0001076781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006293518,"about_ca_topic_score_gemma":0.0007265887,"domain_scores_codex":[0.9998902,0.00001857112,0.000004797779,0.00002701904,0.00003268502,0.00002678317],"domain_scores_gemma":[0.999798,0.0001173733,0.00003502241,0.00001142682,0.00002205622,0.00001614431],"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":[0.00001991164,0.000003763753,0.0000567469,0.00001516233,0.000001556622,0.00001906834,0.00001445423,0.00007619231,0.99923,0.00002079128,0.000003847815,0.0005385317],"study_design_scores_gemma":[0.000003716099,0.00008115928,0.001022327,0.000006553086,0.000004901543,0.00004224255,0.000016,0.001078136,0.9972907,0.00003063838,0.0004211454,0.000002535076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935977,0.0008652929,0.004004798,0.00003317712,0.0000103451,0.00001638308,0.0000833431,0.000040794,0.00134815],"genre_scores_gemma":[0.9891956,0.001114046,0.00664717,0.00004097378,0.000007031346,0.00002404093,0.0002040938,0.00003889967,0.00272807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008923566,"threshold_uncertainty_score":0.002985299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009341130321129558,"score_gpt":0.2176871085355777,"score_spread":0.2083459782144481,"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."}}