{"id":"W2088238378","doi":"10.1021/la9001972","title":"Oxygen Plasma Treatment of Polystyrene and Zeonor: Substrates for Adhesion of Patterned Cells","year":2009,"lang":"en","type":"article","venue":"Langmuir","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Université du Québec à Montréal","funders":"University of Alberta","keywords":"Contact angle; Polystyrene; Biocompatibility; Adhesion; Propidium iodide; X-ray photoelectron spectroscopy; Materials science; Wetting; Fluorescence microscope; Chemical engineering; Nanotechnology; Chemistry; Polymer chemistry; Fluorescence; Polymer; Composite material; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009389029,0.0003959794,0.0001568667,0.0001648063,0.0001636331,0.000192035,0.0002687584,0.000241453,0.001749645],"category_scores_gemma":[0.0001255755,0.0001579007,0.0001814304,0.0001514782,0.00009809472,0.0001456001,0.0001990096,0.0001879617,0.0004872458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210239,"about_ca_system_score_gemma":0.0001808556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000903634,"about_ca_topic_score_gemma":0.001900317,"domain_scores_codex":[0.9998475,0.00001046775,0.000007552582,0.00003812914,0.00004875209,0.00004755595],"domain_scores_gemma":[0.9999419,0.00001310745,0.000014424,0.000008341844,0.00001201974,0.0000101568],"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":[0.000009708795,0.000002134635,0.00003021653,0.00001165124,9.885542e-7,0.00001528659,0.000005248262,0.000016193,0.9995006,0.00001985004,0.00001539091,0.0003728047],"study_design_scores_gemma":[0.000004265356,0.00004202311,0.002003686,0.000002538035,0.000004415176,0.00007515702,0.00001444781,0.0004109769,0.9957839,0.00001588323,0.001639087,0.000003567923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857162,0.0009079356,0.008519039,0.00007613733,0.0000538333,0.00006993773,0.0004775998,0.00009598197,0.004083293],"genre_scores_gemma":[0.9770782,0.001200882,0.0136956,0.00008045943,0.00001425612,0.0001023221,0.001232411,0.0000452935,0.00655069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001749645,"threshold_uncertainty_score":0.005853117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270555425997292,"score_gpt":0.2563189794578697,"score_spread":0.2292634368581405,"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."}}