{"id":"W3046153980","doi":"10.1021/acs.langmuir.0c00826","title":"Morphological and Wettability Properties of Thin Coating Films Produced from Technical Lignins","year":2020,"lang":"en","type":"article","venue":"Langmuir","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council; NordForsk; Aalto-Yliopisto","keywords":"Wetting; Coating; Chemical engineering; Materials science; Contact angle; Thin film; Chemistry; Polymer science; Nanotechnology; Composite material; Engineering","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":[0.0001243026,0.0002808141,0.00008635715,0.001059549,0.000144569,0.0002556096,0.0001302177,0.0002272753,0.002782199],"category_scores_gemma":[0.000415206,0.0001634148,0.0001547808,0.0006377547,0.0001765033,0.0002013811,0.0001287839,0.0003954679,0.0003818869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320719,"about_ca_system_score_gemma":0.00006896895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302818,"about_ca_topic_score_gemma":0.002063165,"domain_scores_codex":[0.9998779,0.000009039584,0.000009735216,0.00002556819,0.00005639378,0.00002132732],"domain_scores_gemma":[0.999759,0.0000563077,0.00008554873,0.00002249817,0.0000514204,0.00002521853],"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":[0.00002572221,0.000008607885,0.0007891526,0.00003387963,0.00000674177,0.00004905409,0.00003821922,0.00008533006,0.9960145,0.00005338902,0.00004453784,0.00285085],"study_design_scores_gemma":[0.000004949819,0.0001528652,0.09585965,0.00001832552,0.00004728994,0.0005677507,0.0001288977,0.001410786,0.8996197,0.00006236864,0.002110561,0.00001680387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856902,0.002058921,0.005064354,0.00003867394,0.00003087228,0.00003507491,0.001615379,0.000168592,0.005297863],"genre_scores_gemma":[0.9911232,0.001153536,0.003727088,0.00003093463,0.000008298032,0.00003746977,0.001149185,0.00005369907,0.00271661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002782199,"threshold_uncertainty_score":0.009307384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475555797731047,"score_gpt":0.1932483842872105,"score_spread":0.1684928263099,"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."}}