{"id":"W3047790185","doi":"10.1016/j.jcis.2020.08.025","title":"Film thickness limits of a buckling-based method to determine mechanical properties of polymer coatings","year":2020,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of British Columbia","funders":"European Regional Development Fund; Agence Nationale de la Recherche","keywords":"Materials science; Polydimethylsiloxane; Polyvinyl alcohol; Buckling; Coating; Composite material; Modulus; Polymer","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":[0.0007904616,0.0004120618,0.0002307387,0.0008422246,0.0003498074,0.0004879946,0.0006613286,0.0007006056,0.00133493],"category_scores_gemma":[0.001422558,0.0003868928,0.0002030379,0.0002899457,0.0002727247,0.0006051778,0.0004677735,0.0007716134,0.0003718674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004464399,"about_ca_system_score_gemma":0.0002747395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007162,"about_ca_topic_score_gemma":0.001949886,"domain_scores_codex":[0.9994889,0.00006888627,0.00002435098,0.0000798451,0.0003034354,0.00003449539],"domain_scores_gemma":[0.9987999,0.0006280324,0.000118017,0.0001210511,0.000280202,0.00005278445],"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":[0.00007877894,0.00002499213,0.0002433104,0.00005044209,0.000007149707,0.00002059329,0.0000510069,0.0002551734,0.9945477,0.0001671706,0.00004252148,0.004511281],"study_design_scores_gemma":[0.000009231343,0.0001249049,0.00171422,0.0000104046,0.00001489809,0.00005934314,0.00001907749,0.01400642,0.9833208,0.00009022648,0.0006172067,0.00001332548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8900433,0.003885726,0.09748314,0.0001620333,0.00007054094,0.0001139177,0.0002853902,0.000433778,0.007522183],"genre_scores_gemma":[0.9490997,0.001365492,0.04510224,0.0001485182,0.00002513434,0.0001235814,0.000192942,0.00007423384,0.003868166],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00133493,"threshold_uncertainty_score":0.004465818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833199001993873,"score_gpt":0.2789727641201287,"score_spread":0.25064077410019,"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."}}