{"id":"W2032198583","doi":"10.1088/1742-6596/165/1/012012","title":"Recent progress in micro and nano-joining","year":2009,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canada Research Chairs","keywords":"Materials science; Microelectronics; Welding; Carbon nanotube; Nano-; Brazing; Nanotechnology; Laser; Femtosecond; Cold welding; Metallurgy; Laser beam welding; Composite material; Optics; Gas metal arc welding; Alloy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001038842,0.0002579676,0.0003714345,0.0009737557,0.0002262796,0.0009820941,0.0004742115,0.0007268113,0.003127541],"category_scores_gemma":[0.0008181644,0.0001988636,0.0002245189,0.001544494,0.0004283034,0.001859343,0.0004414801,0.0004603592,0.001226836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004263348,"about_ca_system_score_gemma":0.0005983049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000239548,"about_ca_topic_score_gemma":0.0003571385,"domain_scores_codex":[0.9995494,0.00006286469,0.00005192195,0.00009893769,0.0001996057,0.00003717058],"domain_scores_gemma":[0.9993632,0.0002707441,0.0001014091,0.00003328639,0.0001844665,0.00004687781],"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":[0.0002404755,0.0001415297,0.001740544,0.007214681,0.00004934206,0.0002861799,0.0003588368,0.001323421,0.04846661,0.02281387,0.007154475,0.9102101],"study_design_scores_gemma":[0.00001601071,0.0006023512,0.003297653,0.000710249,0.0000834805,0.002081935,0.0004346284,0.002135177,0.03900695,0.008731452,0.942849,0.00005109702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01890919,0.9506509,0.005576731,0.001660162,0.0006304819,0.0000152706,0.00004036202,0.00007458335,0.02244231],"genre_scores_gemma":[0.09887394,0.880806,0.007775398,0.0008629425,0.001909201,0.00003378627,0.0001615862,0.00003247663,0.009544591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003127541,"threshold_uncertainty_score":0.0104627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578505611305981,"score_gpt":0.2421797589588363,"score_spread":0.2263947028457765,"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."}}