{"id":"W2130987015","doi":"10.1002/app.13589","title":"Vacuum ultraviolet–induced photochemical nitriding of polyolefin surfaces","year":2004,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"X-ray photoelectron spectroscopy; Materials science; Contact angle; Polyolefin; Polyethylene; Polymer; Surface energy; Polypropylene; Low-density polyethylene; Analytical Chemistry (journal); Ultraviolet; Attenuated total reflection; Surface modification; Photochemistry; Photoemission spectroscopy; Chemical engineering; Infrared spectroscopy; Chemistry; Composite material; Physical chemistry; 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":[0.0001070802,0.0002076703,0.0001846048,0.0001052773,0.0001552305,0.0001381678,0.000173479,0.0001879434,0.0009420181],"category_scores_gemma":[0.0002564303,0.0001413307,0.0001360205,0.00009447811,0.0002061744,0.0001533825,0.00017559,0.0001847196,0.00009564912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438824,"about_ca_system_score_gemma":0.0001030451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006164382,"about_ca_topic_score_gemma":0.0009490701,"domain_scores_codex":[0.9998806,0.00001769696,0.000003680717,0.00002062353,0.00004427879,0.00003315215],"domain_scores_gemma":[0.9998653,0.00005527069,0.00002984882,0.0000142613,0.00002111467,0.00001425261],"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":[0.00004195996,0.00000317838,0.00008187182,0.00001598255,0.00000209059,0.00001551033,0.000009732097,0.00004049758,0.9993488,0.00001668016,0.000006197606,0.0004173976],"study_design_scores_gemma":[0.000004126873,0.00007474046,0.00232542,0.000001646478,0.000002941739,0.000049928,0.00001050568,0.0003395041,0.9969071,0.00001333202,0.000268917,0.000001797978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986613,0.0002431886,0.0004945263,0.000006457757,0.000005151874,0.000004719197,0.00001829997,0.00001006343,0.0005562623],"genre_scores_gemma":[0.9983164,0.0001461469,0.0006840688,0.000007970159,0.000003873839,0.000006571485,0.00005812917,0.000007692229,0.0007689805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009420181,"threshold_uncertainty_score":0.003151357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774512398285318,"score_gpt":0.2562481821647282,"score_spread":0.238503058181875,"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."}}