{"id":"W4382652910","doi":"10.1002/9781119535775.ch6","title":"Nano‐Layered Films and Foams","year":2023,"lang":"en","type":"other","venue":"","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Stack (abstract data type); Nanometre; Nano-; Polymer; Composite material; Layer (electronics); Nanotechnology; Computer science","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":[0.0000810122,0.0001914297,0.0001201185,0.0004025292,0.0001803498,0.0004351564,0.000185645,0.0003108318,0.003702592],"category_scores_gemma":[0.000143006,0.0001229225,0.0001127362,0.000166628,0.0002287188,0.0004348375,0.0003339865,0.0002684708,0.0007820976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002137677,"about_ca_system_score_gemma":0.00009959043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002748917,"about_ca_topic_score_gemma":0.00048413,"domain_scores_codex":[0.9999118,0.000009641505,0.000003868863,0.00001864803,0.00004021096,0.00001588779],"domain_scores_gemma":[0.9999435,0.00001383359,0.00001280688,0.000004997767,0.00001483123,0.00001014904],"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":[0.00009348677,0.0000737091,0.0007062149,0.001105964,0.00002394432,0.0007229443,0.0004250031,0.001216421,0.7417374,0.07529683,0.009556882,0.1690412],"study_design_scores_gemma":[0.00001487375,0.0001441715,0.001270862,0.0001592395,0.00002339902,0.001304239,0.0001412928,0.005961745,0.6332346,0.0119573,0.3457533,0.00003503482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4187419,0.1922403,0.08951601,0.003395324,0.001785154,0.0001495858,0.0009217673,0.001752605,0.2914973],"genre_scores_gemma":[0.8721133,0.037796,0.02890693,0.0005862522,0.0002515779,0.00009360344,0.0004129796,0.0001219239,0.05971731],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003702592,"threshold_uncertainty_score":0.01238638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109668250492831,"score_gpt":0.2300064695073243,"score_spread":0.2190396444580412,"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."}}