{"id":"W4409146641","doi":"10.1007/s40684-025-00695-3","title":"Analysis for Influence of Wire Feeding Angle on Laser Energy Absorption and Deposited Layer Forming Behaviors During Wire Laser Additive Manufacturing","year":2025,"lang":"en","type":"article","venue":"International Journal of Precision Engineering and Manufacturing-Green Technology","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Materials science; Laser; Layer (electronics); Absorption (acoustics); Composite material; Optics; Optoelectronics","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":[0.0002162253,0.0002111634,0.0002174455,0.0002231536,0.0001890852,0.000304067,0.000245246,0.0002842652,0.001340041],"category_scores_gemma":[0.0008770102,0.0002621426,0.0002415925,0.0003489589,0.0001787123,0.0003695356,0.0001221766,0.0002915248,0.0001933807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002397543,"about_ca_system_score_gemma":0.000154593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007984765,"about_ca_topic_score_gemma":0.001744021,"domain_scores_codex":[0.9997435,0.00001561065,0.00001675794,0.00006450323,0.0001143797,0.00004519202],"domain_scores_gemma":[0.9991831,0.0003835406,0.0001884776,0.00005707655,0.0001640528,0.00002381865],"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":[0.0003953487,0.00003754756,0.00299415,0.00009837531,0.00001324309,0.0001818755,0.0001564534,0.00122222,0.9873531,0.0001048769,0.0001079661,0.007334848],"study_design_scores_gemma":[0.000003340644,0.0002481043,0.01464351,0.000006247862,0.00002919944,0.00007158466,0.0001140888,0.006365658,0.9778523,0.00002338001,0.000631406,0.00001123108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956051,0.0004007825,0.002860732,0.00002590912,0.00002157636,0.000009942532,0.000103163,0.00008129386,0.0008914158],"genre_scores_gemma":[0.998096,0.0001828479,0.001032281,0.000008755148,0.000003382777,0.000007047408,0.00005556374,0.00002173551,0.0005923916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001340041,"threshold_uncertainty_score":0.004482865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004812790345463323,"score_gpt":0.2231244320627102,"score_spread":0.2183116417172469,"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."}}