{"id":"W6991785857","doi":"","title":"Hybird laser-GMAW welding of aluminium alloys: a review","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welding; Aluminium; Arc welding; Gas metal arc welding; Aluminium alloy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002027684,0.0005069381,0.001360974,0.002315258,0.0002499872,0.001048507,0.001385298,0.001277274,0.001470468],"category_scores_gemma":[0.001471466,0.0004375807,0.000734281,0.002403832,0.0004041329,0.001307662,0.0003634963,0.0005401887,0.0008289259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081359,"about_ca_system_score_gemma":0.001519474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369938,"about_ca_topic_score_gemma":0.002762846,"domain_scores_codex":[0.9994199,0.00006464293,0.0001250152,0.0001048334,0.0002539367,0.00003178093],"domain_scores_gemma":[0.9985539,0.0007731101,0.0002278406,0.00003727802,0.0003757018,0.00003210239],"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":[0.0002948068,0.0001198918,0.0006309763,0.03083157,0.0003139196,0.0003237192,0.00009313578,0.0003462026,0.006552652,0.0005834147,0.004829769,0.9550799],"study_design_scores_gemma":[0.0001388313,0.001809565,0.01088547,0.01340878,0.00214568,0.005219065,0.0003302769,0.0004112201,0.0207768,0.001158757,0.9436252,0.00009035753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000824202,0.9982837,0.0002219629,0.00009466957,0.0001002527,0.000006332886,0.000009094403,0.000003460215,0.0004562841],"genre_scores_gemma":[0.002906159,0.9954853,0.0004728186,0.000125228,0.0001219245,0.000007922471,0.00002535174,0.000002764276,0.0008524341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002315258,"threshold_uncertainty_score":0.01072359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127137410224992,"score_gpt":0.2370142558598844,"score_spread":0.2257428817576344,"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."}}