{"id":"W275932941","doi":"10.1007/bfb0114444","title":"Adsorption of block polymers on well-defined silica surfaces","year":2007,"lang":"en","type":"book-chapter","venue":"Steinkopff eBooks","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Xerox (Canada)","funders":"","keywords":"Polystyrene; Copolymer; Polymer; Materials science; Adsorption; Chemical engineering; Polymer adsorption; Polyethylene; Oxide; Polymer chemistry; Chemistry; Composite material; Organic chemistry","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":[0.0001009141,0.0002323718,0.0001421858,0.0002398053,0.0001124897,0.0001275352,0.0002066298,0.0001650146,0.001032013],"category_scores_gemma":[0.0001056718,0.0001093302,0.0001281009,0.0001342495,0.0001189262,0.0001630351,0.000169779,0.0002344427,0.0005084489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694822,"about_ca_system_score_gemma":0.00008140001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003644196,"about_ca_topic_score_gemma":0.0007574615,"domain_scores_codex":[0.9999239,0.000007731112,0.00000256889,0.00001428665,0.00003908572,0.00001225919],"domain_scores_gemma":[0.9999429,0.00003200682,0.000006083435,0.000005337543,0.000006265354,0.000007334581],"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":[0.0000121509,0.00001064283,0.0001235455,0.00003643749,0.000002946413,0.00002133271,0.0000197888,0.0001075561,0.9965388,0.0001195885,0.00002972864,0.002977476],"study_design_scores_gemma":[0.000002285131,0.0001378428,0.002968995,0.000005993628,0.000005244153,0.00007048685,0.00001737854,0.001052402,0.9936451,0.00009532724,0.001995398,0.000003736578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983134,0.004582924,0.006096781,0.00004423875,0.00001609767,0.00002693581,0.0001365574,0.00005190761,0.005910623],"genre_scores_gemma":[0.971331,0.004344191,0.008768789,0.00006206885,0.00001974421,0.00003457559,0.0006426549,0.00003185498,0.01476504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001032013,"threshold_uncertainty_score":0.00345248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412786427608126,"score_gpt":0.2719352707446231,"score_spread":0.2378074064685418,"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."}}