{"id":"W4313505962","doi":"10.1007/978-3-031-17425-4_8","title":"Laser Ablation of Thin Films for Flexible Sensor Manufacturing","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Laser ablation; Materials science; Ablation; Laser; Optoelectronics; Optics; Engineering; Aerospace engineering; Physics","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":[0.00008786396,0.0004490543,0.0003363653,0.00045131,0.0003576317,0.0009301198,0.0007281704,0.0005305829,0.01239918],"category_scores_gemma":[0.0001216016,0.0003915409,0.0002716253,0.000597176,0.0001877751,0.001009483,0.0003929206,0.001122643,0.005405511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003356937,"about_ca_system_score_gemma":0.0001812379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003563484,"about_ca_topic_score_gemma":0.001374119,"domain_scores_codex":[0.9999049,0.000003030887,0.000002334439,0.00001573022,0.00006623485,0.000007651689],"domain_scores_gemma":[0.999957,0.00001915268,0.000003736642,0.00000656055,0.00001117133,0.000002394358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003115492,0.00006992379,0.00007260239,0.001038727,0.0000193771,0.0002876696,0.0001598082,0.001298128,0.6958666,0.02867439,0.03598081,0.2365008],"study_design_scores_gemma":[0.000008589773,0.00009512424,0.0007057259,0.0002536664,0.00002344322,0.0009891309,0.0001023283,0.007508957,0.4066212,0.01086553,0.5727977,0.00002852584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03241545,0.116906,0.1703986,0.001346941,0.003522722,0.0002477228,0.0008077998,0.001743548,0.6726112],"genre_scores_gemma":[0.09826548,0.06534543,0.08093146,0.0007075897,0.0004063125,0.0001760455,0.0006669656,0.0007948349,0.7527059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01239918,"threshold_uncertainty_score":0.04147947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091490991333776,"score_gpt":0.2342098428118817,"score_spread":0.2032949328985439,"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."}}