{"id":"W2009131677","doi":"10.4028/www.scientific.net/amr.222.150","title":"Process Analysis of Laser Welding Method with Polybutyleneterephthalate (PBT)","year":2011,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Victoria","keywords":"Welding; Materials science; Work (physics); Laser beam welding; Absorption (acoustics); Laser; Diffusion; Thermal; Composite material; Range (aeronautics); Energy (signal processing); Mechanical engineering; Optics; Thermodynamics; Engineering; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002395352,0.0002149113,0.0002349048,0.000588027,0.0002473055,0.0003404094,0.0002472685,0.0002831395,0.001270892],"category_scores_gemma":[0.0003922934,0.0002088459,0.0004272725,0.0004722153,0.000233137,0.0003502444,0.0001541255,0.0002718569,0.0002725514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002575783,"about_ca_system_score_gemma":0.0002311397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106913,"about_ca_topic_score_gemma":0.0011665,"domain_scores_codex":[0.9997286,0.00001986064,0.000007930325,0.00004379928,0.0001829888,0.00001675034],"domain_scores_gemma":[0.999796,0.00006861667,0.00003491423,0.00002033759,0.0000746404,0.000005618611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007891949,0.00001629222,0.001645041,0.0001364584,0.000009665247,0.00004919922,0.00008018118,0.002992846,0.9826835,0.0002117798,0.00002552955,0.0120705],"study_design_scores_gemma":[0.000003029059,0.0001648539,0.006050998,0.000004425187,0.00001827472,0.00009184644,0.00003684044,0.01333736,0.9797792,0.00009116628,0.0004145254,0.000007447892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392012,0.001068365,0.05740321,0.00003742431,0.00001315053,0.00004481906,0.0001302269,0.0001910524,0.001910667],"genre_scores_gemma":[0.988447,0.0004659822,0.009864825,0.000005223032,0.000002383415,0.00002000969,0.00006569346,0.00002560306,0.001103253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001270892,"threshold_uncertainty_score":0.00425154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06437268722969713,"score_gpt":0.3753987993749284,"score_spread":0.3110261121452312,"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."}}