{"id":"W2043940527","doi":"10.1021/jp034330s","title":"Controlled Grafting of Well-Defined Polymers on Hydrogen-Terminated Silicon Substrates by Surface-Initiated Atom Transfer Radical Polymerization","year":2003,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Atom-transfer radical-polymerization; Polymer chemistry; Materials science; Copolymer; Ethylene glycol; Methacrylate; Polymer; Alkyl; X-ray photoelectron spectroscopy; Monomer; Polymerization; Grafting; Chemical engineering; Chemistry; Organic chemistry; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0004992816,0.0002844453,0.0007281251,0.00002794206,0.000142124,0.00003241273,0.0003133914,0.00008705066,0.0004680488],"category_scores_gemma":[0.0001816608,0.0001891553,0.0002773744,0.0002364564,0.0003452415,0.0001752093,0.00001680741,0.0003330763,0.00001941473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000504623,"about_ca_system_score_gemma":0.00009124316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002634546,"about_ca_topic_score_gemma":4.490441e-7,"domain_scores_codex":[0.9977797,0.0003371376,0.0007957641,0.0001830364,0.0005738334,0.0003305072],"domain_scores_gemma":[0.9979903,0.0009787674,0.0005219026,0.0002056672,0.0001673731,0.0001359692],"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":[0.001178105,0.000357132,0.00006191391,0.00002518304,0.0001395502,0.000007023378,0.0004636426,0.0004757416,0.9971641,0.00003766315,0.00005506808,0.00003485484],"study_design_scores_gemma":[0.003120431,0.0002062246,0.00002620965,0.00008929352,0.0001746681,0.00004816559,0.0004072302,0.0004804021,0.9951572,0.00003065735,0.00008327775,0.0001761859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968951,0.0005662998,0.00007350388,0.0002198184,0.00009223484,0.0001206129,0.00003455781,0.00002769632,0.001970206],"genre_scores_gemma":[0.9996377,0.00002751916,0.000008061247,0.00005793088,0.00006725116,0.000002239675,0.000004966248,0.00002595495,0.000168367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00274264,"threshold_uncertainty_score":0.7713531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305366056188841,"score_gpt":0.2576922563268509,"score_spread":0.2446385957649625,"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."}}