{"id":"W1583014057","doi":"10.2172/924692","title":"Innovative forming and fabrication technologies : new opportunities.","year":2008,"lang":"en","type":"report","venue":"","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Process Metallurgy (Canada)","funders":"","keywords":"Superplasticity; Materials science; Fabrication; Design for manufacturability; Casting; Structural material; Forming processes; Mechanical engineering; Metallurgy; Alloy; Composite material; Engineering","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":[0.001619725,0.0008927134,0.0006225829,0.001944675,0.000655762,0.003241294,0.001570765,0.002098447,0.01365716],"category_scores_gemma":[0.000943483,0.0006235508,0.0005199272,0.001764382,0.001431753,0.005097424,0.001729462,0.002403439,0.006138982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175262,"about_ca_system_score_gemma":0.001243396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000289307,"about_ca_topic_score_gemma":0.0008074613,"domain_scores_codex":[0.9988045,0.0001374328,0.00006544517,0.0001516753,0.0007332857,0.0001076255],"domain_scores_gemma":[0.9994041,0.000203975,0.0000666463,0.00008554095,0.0001594447,0.00008038137],"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":[0.00003911887,0.0001131484,0.0004361228,0.003317382,0.00002209186,0.0003874108,0.0004160074,0.0005267148,0.01149309,0.1628038,0.04888955,0.7715555],"study_design_scores_gemma":[0.000005478373,0.00005445419,0.0002050599,0.0005161479,0.000009800974,0.0009604956,0.000122697,0.0004752192,0.003539009,0.02624113,0.9678523,0.00001830306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002867823,0.8577774,0.02623239,0.006809043,0.003066265,0.0000894234,0.0001524415,0.000351598,0.1026536],"genre_scores_gemma":[0.02996569,0.8334659,0.07281324,0.003248509,0.003519662,0.0001693911,0.0003592852,0.0001320929,0.05632614],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01365716,"threshold_uncertainty_score":0.04568774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08495928696867217,"score_gpt":0.2494508155909743,"score_spread":0.1644915286223021,"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."}}