{"id":"W7132449632","doi":"","title":"Titanium and titanium alloy powder injection moulding: matching application requirements","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerospace; Titanium; Titanium alloy; Matching (statistics); Alloy; Powder metallurgy","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":[0.001524189,0.0003758187,0.0003593183,0.0007045933,0.0005260184,0.001196432,0.0008474636,0.001044363,0.001472777],"category_scores_gemma":[0.00142592,0.0003274291,0.0003225146,0.0005775344,0.0003887572,0.001232421,0.0005654077,0.0008359035,0.0009593469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009537052,"about_ca_system_score_gemma":0.0009737131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00144452,"about_ca_topic_score_gemma":0.003875612,"domain_scores_codex":[0.9982076,0.00009982759,0.00005949551,0.0001488559,0.001304723,0.0001795732],"domain_scores_gemma":[0.9995328,0.00009672219,0.00006530623,0.00005762573,0.0002077433,0.00003985516],"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":[0.0001745064,0.00009247181,0.0009550927,0.0002854608,0.000006218791,0.0001725648,0.0001111433,0.002683332,0.8733925,0.006643113,0.001597976,0.1138856],"study_design_scores_gemma":[0.0000411403,0.0007572062,0.005389509,0.00003945355,0.00003140157,0.00155571,0.0001983248,0.01857042,0.8988031,0.003025441,0.07154258,0.00004580324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4759405,0.01590204,0.4124854,0.003346544,0.0005211359,0.0006633415,0.0004355942,0.002543202,0.08816214],"genre_scores_gemma":[0.7324175,0.007465796,0.2403751,0.0005021616,0.0001465066,0.0001658648,0.0005297838,0.0005126329,0.01788461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001524189,"threshold_uncertainty_score":0.008060813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085616473623854,"score_gpt":0.2261698099887559,"score_spread":0.2153136452525173,"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."}}