{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001024795,0.0002820024,0.0003926478,0.0004134344,0.0001174363,0.00002506544,0.0004326004,0.0002244285,0.00003462664],"category_scores_gemma":[0.0001470001,0.0002630727,0.0000529061,0.000260317,0.0002502051,0.0001868726,0.0002068688,0.0001851514,0.00009014645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003952355,"about_ca_system_score_gemma":0.000006240731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006799913,"about_ca_topic_score_gemma":0.000002129516,"domain_scores_codex":[0.9987791,0.000006976712,0.0003524855,0.0002998191,0.0001586365,0.0004030096],"domain_scores_gemma":[0.9992815,0.0001611013,0.0001117722,0.0003804749,0.00004804766,0.00001714949],"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":[0.00003096376,0.00001719566,0.00007055311,0.0002930222,0.00008616931,0.00002184568,0.00007241561,0.00780749,0.9038309,0.0003630029,0.001069646,0.08633674],"study_design_scores_gemma":[0.0002682011,0.00004309706,0.00344041,0.0001217179,0.00001016316,0.000005236189,0.0009352608,0.0002688054,0.9877721,0.005088815,0.001763529,0.0002826476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820014,0.00007270468,0.002032524,0.00006999612,0.000453037,0.0002329978,0.0004029461,0.01443209,0.00030232],"genre_scores_gemma":[0.9901696,0.00045144,0.008954506,0.000003912123,0.00002213342,0.0001447205,0.0001613199,0.0000478442,0.00004446827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08605409,"threshold_uncertainty_score":0.9999821,"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."}}