{"id":"W7055840810","doi":"","title":"Design of Modeling Elements of Luoshan Shadow Puppets Creative Goods Based on Deep Learning","year":2023,"lang":"en","type":"other","venue":"Unimas Institutional Repository (Universiti Malaysia Sarawak)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Air Force Engineering University; China Electronics Technology Group Corporation; Wuhan University of Technology; Wuhan University; University of Toronto; Northeast Forestry University; Bozhou University; Fuzhou University; Sookmyung Women's University","keywords":"Shadow (psychology); Reliability (semiconductor); Process (computing); Path (computing); Shadow mask; Deep learning; Image (mathematics)","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":[0.0002647732,0.0005161569,0.0002846124,0.0005174204,0.0003237965,0.0007591629,0.0007391759,0.000450979,0.003747355],"category_scores_gemma":[0.0004767374,0.000342398,0.0007276907,0.0002599315,0.000474382,0.000769605,0.0006172101,0.0003707789,0.0005508767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005564017,"about_ca_system_score_gemma":0.0005821385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122319,"about_ca_topic_score_gemma":0.002476506,"domain_scores_codex":[0.9997754,0.00003536796,0.00001209336,0.00004266582,0.0001103413,0.00002424755],"domain_scores_gemma":[0.9998738,0.00003971567,0.00001646363,0.00002085588,0.00003694839,0.00001225283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001339037,0.000107697,0.004216114,0.000409538,0.000058359,0.0005025894,0.000635842,0.6154166,0.09816345,0.03522718,0.002685877,0.2424429],"study_design_scores_gemma":[0.00001213794,0.00007602174,0.0007322613,0.00001924118,0.0000249446,0.0001557776,0.00009225865,0.9672518,0.01851069,0.003780473,0.009328405,0.00001600256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02985921,0.00008456486,0.9583598,0.00006877763,0.00001823392,0.00008585807,0.00004113901,0.0006409689,0.01084147],"genre_scores_gemma":[0.602058,0.0001922391,0.3868689,0.00005975515,0.00000656537,0.0002091424,0.0001434127,0.0001452509,0.01031687],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003747355,"threshold_uncertainty_score":0.01253611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503240732854147,"score_gpt":0.2092349858561506,"score_spread":0.1942025785276091,"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."}}