{"id":"W3154365909","doi":"10.2351/7.0004007","title":"Wobble-welding of copper and aluminum alloys with inline coherent imaging","year":2018,"lang":"en","type":"article","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Speed wobble; Copper; Welding; Aluminium; Metallurgy; Materials science; Physics","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":[0.0002874383,0.0003261191,0.0001983468,0.0004959686,0.0001575686,0.000374279,0.0004689857,0.0003121533,0.0008670585],"category_scores_gemma":[0.0005466591,0.000266905,0.0001285056,0.0004584689,0.0004012272,0.0004812954,0.0004168059,0.0003165096,0.0001937417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005324429,"about_ca_system_score_gemma":0.0002984051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026341,"about_ca_topic_score_gemma":0.003335773,"domain_scores_codex":[0.9996938,0.00003257773,0.00001173932,0.00005429085,0.0001571617,0.00005040023],"domain_scores_gemma":[0.9994961,0.00008386985,0.0001874496,0.00007987568,0.0001234881,0.00002923126],"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":[0.00005146292,0.00002824247,0.001101443,0.00007567597,0.000005453358,0.0001405454,0.0002255863,0.0004415715,0.9910198,0.0004787802,0.0001171363,0.006314286],"study_design_scores_gemma":[0.000006477948,0.000240563,0.006569973,0.00001383694,0.00001138327,0.0003209142,0.0001370765,0.006863602,0.9831629,0.00007283121,0.002587985,0.00001253904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673513,0.001099123,0.02733157,0.00008453293,0.00002446192,0.0000605111,0.0001142611,0.0002135112,0.003720757],"genre_scores_gemma":[0.9486471,0.0006422727,0.04796266,0.00003697755,0.00001040636,0.00003431318,0.00008792672,0.00005595432,0.002522429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002026341,"threshold_uncertainty_score":0.004029036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006599152801524127,"score_gpt":0.2131571946306265,"score_spread":0.2065580418291024,"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."}}