{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002515436,0.0002007971,0.0002002432,0.00006021522,0.0002803527,0.000240709,0.000253311,0.00007720856,0.002300946],"category_scores_gemma":[0.00004984748,0.0001376097,0.00006317113,0.00008172895,0.00009755905,0.0001765601,0.00006763446,0.00008009655,0.001136115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002365527,"about_ca_system_score_gemma":0.00003877762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000395164,"about_ca_topic_score_gemma":0.00005134133,"domain_scores_codex":[0.9985653,0.0001688814,0.000275285,0.0003262849,0.0002450982,0.0004191895],"domain_scores_gemma":[0.9994882,0.00004116084,0.00005514096,0.0002708321,0.00004513404,0.00009955156],"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":[0.00003763759,0.00004310974,0.00008729677,0.00002190133,0.000006616548,0.00001451512,0.0009629392,0.00002850304,0.9962039,0.001970976,0.0002242972,0.0003982793],"study_design_scores_gemma":[0.0003566627,0.0001095302,0.0000876397,0.00001918908,0.00001750403,0.00002852962,0.0001323954,0.0001753766,0.993941,0.00130802,0.003587831,0.0002363395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883862,0.001341317,0.002369962,0.0002201902,0.0005053721,0.0001632325,0.00001191832,0.0001441034,0.00685769],"genre_scores_gemma":[0.9920691,0.00001519065,0.00653155,0.0002856689,0.00004038601,0.00002630366,0.00001987657,0.00002582902,0.0009861364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005871553,"threshold_uncertainty_score":0.9996416,"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."}}