{"id":"W7132627550","doi":"","title":"PolyCSAM: boosting Cold Spray Additive Manufacturing into full-scale production: a joint Canadian venture launches a new facility with an innovative hybrid approach to cold spray additive manufacturing","year":2020,"lang":"en","type":"article","venue":"NPARC","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gas dynamic cold spray; Nozzle; Coating; Melting point; Spray nozzle; Shot peening; Fusion; Process window; Extrusion; Metal powder","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002492656,0.001083998,0.0005013996,0.001792975,0.002519496,0.002903573,0.002053604,0.001580936,0.01529536],"category_scores_gemma":[0.0008043626,0.0003843806,0.0008574602,0.001685842,0.001725288,0.001639027,0.002349192,0.002238879,0.00543815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111826,"about_ca_system_score_gemma":0.017732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1548654,"about_ca_topic_score_gemma":0.261908,"domain_scores_codex":[0.9969843,0.00007164864,0.000033557,0.0002873017,0.00229807,0.0003251949],"domain_scores_gemma":[0.9982005,0.00005359271,0.00008091539,0.0001103551,0.0009840949,0.0005705314],"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":[0.0007221323,0.0006366787,0.002303429,0.0008034557,0.00005358988,0.0007698922,0.0006190743,0.002413201,0.5480807,0.02463097,0.1000356,0.3189312],"study_design_scores_gemma":[0.0001509404,0.0010872,0.003066415,0.0001181879,0.00006298846,0.0006497863,0.0001756462,0.00747523,0.1999404,0.0009795919,0.7861847,0.0001088967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2339025,0.02571223,0.3180967,0.01768188,0.007466749,0.003088486,0.004975781,0.01957191,0.3695036],"genre_scores_gemma":[0.3577985,0.01460367,0.3309722,0.00295283,0.000854344,0.0007308307,0.005960007,0.002916321,0.2832113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1548654,"threshold_uncertainty_score":0.3079279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665502147823342,"score_gpt":0.2035430165713226,"score_spread":0.1868879950930891,"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."}}