{"id":"W3135949860","doi":"10.1016/j.jcis.2021.02.092","title":"Polymer dewetting in solvent-non-solvent environment- new insights on dynamics and lithography-free patterning","year":2021,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Azrieli Foundation; Israel Science Foundation","keywords":"Dewetting; Polymer; Materials science; Polystyrene; Lithography; Nanotechnology; Thin film; Solvent; Chemical engineering; Chemistry; Organic chemistry; Composite material; Optoelectronics","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":[0.00009403984,0.0002407096,0.0002408563,0.0001443975,0.0001779424,0.0004683848,0.0003597351,0.0002725103,0.001013282],"category_scores_gemma":[0.0002215803,0.000185135,0.000187219,0.0001602375,0.0004580283,0.001187019,0.0004263265,0.0005745288,0.0001811559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612685,"about_ca_system_score_gemma":0.00008975925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001471987,"about_ca_topic_score_gemma":0.000168128,"domain_scores_codex":[0.9999241,0.000007334331,0.000002981076,0.00002324781,0.00002393614,0.00001835767],"domain_scores_gemma":[0.9999323,0.0000320838,0.00001247591,0.00001112098,0.000005297197,0.000006709216],"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":[0.00004360698,0.00002030686,0.0001317307,0.0001094258,0.000006171982,0.0001149111,0.00007955836,0.0007406957,0.9861028,0.005626362,0.00008609688,0.006938178],"study_design_scores_gemma":[0.00001111457,0.00006627735,0.0009390058,0.000009795191,0.000008945522,0.000156813,0.00004426521,0.02116975,0.9722605,0.002435172,0.002881652,0.00001673991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163448,0.005381352,0.0700464,0.0003925921,0.0001168721,0.00002750127,0.0001465576,0.0002219893,0.007321975],"genre_scores_gemma":[0.9853221,0.003424069,0.007369013,0.00006158177,0.00002871325,0.000021108,0.00006886059,0.00005721497,0.003647382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001013282,"threshold_uncertainty_score":0.003389776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004490221584797737,"score_gpt":0.1982822387366305,"score_spread":0.1937920171518327,"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."}}