{"id":"W3010621614","doi":"10.1088/1367-2630/13/5/059502","title":"Attachment of polymer chains on plasma-treated surfaces: experiments and modeling","year":2011,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Plasma; Polymer; Nanotechnology; Chemical physics; Statistical physics; Nuclear physics; Nuclear magnetic resonance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002745423,0.0004378573,0.0003621125,0.0001887269,0.0004349061,0.000382276,0.0007826348,0.0009436462,0.002284002],"category_scores_gemma":[0.0004773979,0.0004196777,0.0004257807,0.00025512,0.0003673753,0.0008303061,0.0002438598,0.0004903635,0.0003099869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006696628,"about_ca_system_score_gemma":0.0003305886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003447809,"about_ca_topic_score_gemma":0.002287704,"domain_scores_codex":[0.999868,0.00001046518,0.000004608929,0.00003453066,0.0000456587,0.00003669272],"domain_scores_gemma":[0.9998112,0.00009435557,0.00002479026,0.00002667306,0.00003070647,0.00001217358],"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":[0.00048787,0.0003541977,0.003240416,0.0002931799,0.00005177135,0.0004874576,0.0004178135,0.1847779,0.7960734,0.003330696,0.0006309935,0.009854226],"study_design_scores_gemma":[0.00005627572,0.0003252277,0.002867795,0.000006828139,0.00002476546,0.00007791635,0.0000699755,0.7496675,0.2453775,0.0008413963,0.0006565737,0.00002828178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900932,0.0001641351,0.007193641,0.00008379204,0.00001307343,0.0000313753,0.0001164014,0.00007028145,0.002234055],"genre_scores_gemma":[0.9955049,0.0002303546,0.002665419,0.00001234633,0.000004841813,0.00003222399,0.0001212853,0.00001721858,0.001411333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003447809,"threshold_uncertainty_score":0.007640719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025512750679815,"score_gpt":0.2988038548667725,"score_spread":0.196252579798791,"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."}}