{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001134834,0.0003886216,0.0004736812,0.0001825635,0.00005176359,0.00002692984,0.0004309952,0.0005968426,0.00001703802],"category_scores_gemma":[0.000004791113,0.0004647859,0.0001818,0.00001090468,0.0001291906,0.00006149818,0.0001692689,0.0008108562,0.00002021261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002782183,"about_ca_system_score_gemma":0.00003298548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006552614,"about_ca_topic_score_gemma":0.000009765433,"domain_scores_codex":[0.9988275,0.00001478089,0.0002387371,0.0004108514,0.0001776073,0.0003305745],"domain_scores_gemma":[0.9992328,0.00002529871,0.00004928399,0.0005092921,0.00004721302,0.0001361519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004399448,0.00002557597,0.00001314304,0.0001262574,0.00008451661,0.002102642,0.00004097509,0.002258296,0.0002994391,0.9707425,0.02097279,0.00328982],"study_design_scores_gemma":[0.001202001,0.0001128335,0.0008978852,0.0002707756,0.0001018267,0.00005371481,0.00001804218,0.03927377,0.0002550622,0.000148241,0.9562441,0.001421713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003161941,0.0001400901,0.0001773957,0.000005873087,0.0002643013,0.0002971061,0.0002002476,0.0003285668,0.9954244],"genre_scores_gemma":[0.03457911,0.0002024449,0.0002338592,0.00004486465,0.00004712139,6.59518e-7,0.00008453555,0.00005368901,0.9647537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9705943,"threshold_uncertainty_score":0.9997804,"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."}}