{"id":"W4402680475","doi":"10.1002/9781394238316.ch7","title":"Cold Spray Additive Manufacturing","year":2024,"lang":"en","type":"other","venue":"","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Manufacturing engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0004632333,0.0009683541,0.0007057031,0.001759297,0.0008886444,0.001892756,0.0012038,0.001093281,0.01764919],"category_scores_gemma":[0.0005576103,0.0004843775,0.0007521818,0.001365243,0.0005167343,0.001393844,0.001408919,0.00134692,0.01135073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009308312,"about_ca_system_score_gemma":0.00070999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009182618,"about_ca_topic_score_gemma":0.00206312,"domain_scores_codex":[0.9987925,0.00005671037,0.00004596598,0.0001629819,0.0008574512,0.00008424433],"domain_scores_gemma":[0.9996492,0.00005166133,0.00004593189,0.0000597011,0.0001695258,0.00002399368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001617713,0.0001426547,0.0006161294,0.003705415,0.00005815407,0.0009476568,0.0003391371,0.002926294,0.3814929,0.04771991,0.05587381,0.5060163],"study_design_scores_gemma":[0.000012171,0.0001584676,0.0005324524,0.0002937933,0.00003214881,0.001088093,0.00007684546,0.002769488,0.2365608,0.002832207,0.7555935,0.00005005964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03955245,0.08347503,0.2947899,0.001220959,0.004592514,0.0008780589,0.002246109,0.00653525,0.5667097],"genre_scores_gemma":[0.2961014,0.07952232,0.197342,0.002126412,0.0008213053,0.000648875,0.004003152,0.001452823,0.4179817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01764919,"threshold_uncertainty_score":0.05904245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009039184838230727,"score_gpt":0.2096114382794516,"score_spread":0.2005722534412209,"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."}}