{"id":"W1970625396","doi":"10.1021/ja044385n","title":"Effect of Molecular Weight on the Exponential Growth and Morphology of Hyaluronan/Chitosan Multilayers:  A Surface Plasmon Resonance Spectroscopy and Atomic Force Microscopy Investigation","year":2005,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Chemistry; Surface plasmon resonance; Atomic force microscopy; Morphology (biology); Spectroscopy; Chitosan; Force spectroscopy; Microscopy; Surface plasmon; Plasmon; Nanotechnology; Optoelectronics; Optics; Molecule; Nanoparticle; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003837416,0.0001594876,0.0004342628,0.00001408473,0.00007750028,0.00001625364,0.0002716452,0.00004300365,0.000006147139],"category_scores_gemma":[0.0001743123,0.00009087438,0.000188988,0.0001356392,0.001330843,0.00009766421,0.0001447607,0.0002627474,6.572355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004742152,"about_ca_system_score_gemma":0.00003304084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007803384,"about_ca_topic_score_gemma":5.326525e-7,"domain_scores_codex":[0.998687,0.0002449248,0.0004077652,0.0001755395,0.0002984301,0.0001863971],"domain_scores_gemma":[0.9980938,0.0006522447,0.0009848847,0.000169966,0.00004249944,0.00005661716],"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":[0.0004232729,0.0000265624,0.004404481,0.00002087751,0.00004451538,4.68918e-7,0.0006501148,0.00002530939,0.9940177,0.000009813688,0.0002509609,0.0001259577],"study_design_scores_gemma":[0.0005171697,0.0004042949,0.002345236,0.0000808739,0.00005815474,0.00003345237,0.0001131959,0.0001750592,0.9961401,0.00004289246,0.00001224833,0.00007728706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970658,0.0006682171,0.00005506706,0.00195426,0.0001131939,0.0001149369,0.00001175751,0.000005456203,0.00001128575],"genre_scores_gemma":[0.9958081,0.0001683223,0.003595911,0.0003629575,0.0000463195,0.00000200391,1.66807e-7,0.00001221741,0.000003987579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003540844,"threshold_uncertainty_score":0.4903547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005624873107501292,"score_gpt":0.2558724407898629,"score_spread":0.2502475676823616,"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."}}