{"id":"W2069362452","doi":"10.1039/c4py00492b","title":"Organophosphonic acids as viable linkers for the covalent attachment of polyelectrolyte brushes on silica and mica surfaces","year":2014,"lang":"en","type":"article","venue":"Polymer Chemistry","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Advanced Industrial Science and Technology","keywords":"Mica; Covalent bond; Polyelectrolyte; Polymer chemistry; Chemistry; Chemical engineering; Materials science; Organic chemistry; Polymer; Composite material","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":[0.0002282458,0.0002344144,0.0003101366,0.00001623025,0.0002269312,0.00005610425,0.0003050955,0.00008203422,0.000431365],"category_scores_gemma":[0.0001236795,0.0001712291,0.0000896075,0.00009085223,0.0002785232,0.0000691735,0.0001182674,0.0001218301,0.00005048809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004894945,"about_ca_system_score_gemma":0.000065054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002688211,"about_ca_topic_score_gemma":0.000004333042,"domain_scores_codex":[0.9985763,0.0000290888,0.0003199127,0.0003956653,0.0002874407,0.0003915872],"domain_scores_gemma":[0.9985686,0.0006464298,0.0002037013,0.0004321563,0.00006095866,0.00008816899],"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":[0.0001893798,0.00005810643,0.0007614376,0.00007008445,0.00006675677,2.334874e-7,0.0001972893,0.00001991334,0.9972435,0.0000405558,0.0006219317,0.0007307889],"study_design_scores_gemma":[0.0004333266,0.0001134562,0.0003150284,0.00004048292,0.00005932006,0.000007859797,0.0001879533,0.0002553323,0.9923922,0.00003547348,0.005980319,0.0001792902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875058,0.007314699,0.00008789846,0.002428362,0.0003085282,0.0001828194,0.0000437591,0.00006146913,0.002066655],"genre_scores_gemma":[0.9957472,0.000191613,0.00007964752,0.0003568154,0.00008647193,0.00006464828,0.000003415991,0.00002545463,0.003444737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008241386,"threshold_uncertainty_score":0.698252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00843270286391332,"score_gpt":0.2547664117072996,"score_spread":0.2463337088433863,"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."}}