{"id":"W2501446298","doi":"10.1017/cbo9780511609725.018","title":"Morphological instability in solid films","year":2009,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nanotechnology; Semiconductor; Nanostructure; Materials science; Fabrication; Solid surface; Instability; Nanoscopic scale; Thin film; Key (lock); Optoelectronics; Computer science; Chemical physics; Chemistry; Physics; Mechanics","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":[0.00005642535,0.0002023689,0.0002116843,0.0003378876,0.0004316704,0.0009234617,0.0002989438,0.000447399,0.004574096],"category_scores_gemma":[0.0001711958,0.0001940801,0.0001461317,0.0003166605,0.0004670268,0.0006705045,0.0004713134,0.0007771404,0.001580154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003089855,"about_ca_system_score_gemma":0.0001193011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002242149,"about_ca_topic_score_gemma":0.0003063558,"domain_scores_codex":[0.9999359,0.00000435873,0.00000273965,0.00001189849,0.00003891654,0.000006310061],"domain_scores_gemma":[0.9999593,0.00001604413,0.000003987017,0.000004557252,0.00001206608,0.000004122592],"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":[0.00007136552,0.00004757465,0.000180422,0.0009006154,0.00001360451,0.001001277,0.0007996161,0.001723641,0.4833118,0.3304068,0.02566313,0.1558802],"study_design_scores_gemma":[0.00002326885,0.0001096378,0.0008437441,0.0002240419,0.000009116604,0.002339985,0.0001570984,0.005605421,0.1987555,0.1392546,0.6526405,0.00003708667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1103889,0.1905353,0.04535697,0.004615996,0.002823156,0.00007060489,0.0003499026,0.0008202469,0.645039],"genre_scores_gemma":[0.4972475,0.08508142,0.01763701,0.001213672,0.0007660407,0.0001121457,0.0003532719,0.0003607797,0.3972281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004574096,"threshold_uncertainty_score":0.01530188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445900288771802,"score_gpt":0.1831556060641965,"score_spread":0.1686966031764785,"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."}}