{"id":"W2895947840","doi":"10.2351/1.5061201","title":"Laser rapid manufacturing at the raja ramanna centre for advanced technology, India","year":2007,"lang":"en","type":"article","venue":"","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Laser; Materials science; Inconel 625; Selective laser sintering; Inconel; Laser power scaling; Cladding (metalworking); Metallurgy; Mechanical engineering; Optoelectronics; Composite material; Optics; Sintering; Engineering; Microstructure","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":[0.001408619,0.0007904322,0.001075401,0.003047199,0.00225141,0.001421496,0.001708241,0.0006759533,0.03157179],"category_scores_gemma":[0.0008422891,0.0005514533,0.0006836193,0.001755586,0.0007940249,0.0009025954,0.001782119,0.001862331,0.0200421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381959,"about_ca_system_score_gemma":0.003085032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189047,"about_ca_topic_score_gemma":0.003329566,"domain_scores_codex":[0.9980898,0.0001608489,0.00006275524,0.000318968,0.001183111,0.0001844535],"domain_scores_gemma":[0.9978277,0.0002992679,0.0001165735,0.0004960269,0.001006166,0.0002542027],"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":[0.000544476,0.0004831318,0.003079349,0.001607521,0.00007260566,0.002249032,0.002180585,0.00354312,0.468617,0.05717273,0.05187774,0.4085726],"study_design_scores_gemma":[0.0001159423,0.001160265,0.005325016,0.0001469682,0.00009567252,0.005997165,0.0003137591,0.002426996,0.1993072,0.004001543,0.7809592,0.0001503639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1763448,0.06025033,0.3024879,0.006709628,0.005431079,0.002955395,0.006028061,0.01203006,0.4277627],"genre_scores_gemma":[0.4235743,0.01725932,0.2167768,0.0008348015,0.0006850975,0.001196367,0.003684332,0.00149102,0.334498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03157179,"threshold_uncertainty_score":0.1056181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005512893703011356,"score_gpt":0.2080344937428161,"score_spread":0.2025216000398048,"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."}}