{"id":"W4379882742","doi":"10.1002/admt.202300399","title":"Non‐Planar Multiprocess Additive Manufacturing of Multifunctional Composites","year":2023,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Safran; Canada Foundation for Innovation","keywords":"Materials science; Fabrication; Thermosetting polymer; 3D printing; Coating; Fused filament fabrication; Composite material; Aerospace","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001409975,0.000518578,0.0002472616,0.0005508164,0.0001763595,0.0003704459,0.000282912,0.0003885705,0.001044868],"category_scores_gemma":[0.0001387954,0.0002321366,0.000409295,0.0002838582,0.0001844658,0.0002511624,0.0003935566,0.0005290873,0.0005606248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485884,"about_ca_system_score_gemma":0.000149493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001706613,"about_ca_topic_score_gemma":0.0005895211,"domain_scores_codex":[0.9997849,0.00001400123,0.00001106429,0.00004460845,0.0001080589,0.00003734469],"domain_scores_gemma":[0.9998534,0.00001887331,0.00004197699,0.00003651753,0.00002905394,0.00002017798],"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":[0.00001804531,0.00001862423,0.00005510955,0.00005881136,0.000006587391,0.00009354428,0.0000119355,0.000856982,0.9933561,0.0003564826,0.00007058352,0.005097228],"study_design_scores_gemma":[0.000005262036,0.0001414746,0.0008328308,0.000004981212,0.00001154917,0.0002398009,0.000008277879,0.004335276,0.9903402,0.00009350882,0.003976906,0.000009859311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8543611,0.003132148,0.1191976,0.00009055869,0.0002718485,0.0001296619,0.0003394858,0.001180347,0.02129723],"genre_scores_gemma":[0.932428,0.0005697819,0.06337289,0.00003618652,0.0000204001,0.00004743429,0.0001415779,0.0000592347,0.003324484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001044868,"threshold_uncertainty_score":0.003495455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002519319598836,"score_gpt":0.2247967348822661,"score_spread":0.2147715416862778,"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."}}