{"id":"W7047777056","doi":"","title":"Hybrid laser-GMAW welding of aluminum alloys: a review","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Welding; Aluminium; Weldability; Arc welding; Gas metal arc welding","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002057313,0.0004709182,0.001421794,0.001838573,0.0002912615,0.0009673209,0.001529909,0.001342998,0.001940854],"category_scores_gemma":[0.001377399,0.0003748984,0.000769763,0.001993662,0.0003587963,0.001419901,0.0003572565,0.0004767849,0.0009965275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004118428,"about_ca_system_score_gemma":0.0009172951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008385769,"about_ca_topic_score_gemma":0.001941903,"domain_scores_codex":[0.9993098,0.0001157688,0.0001099169,0.000127201,0.0003030609,0.00003421398],"domain_scores_gemma":[0.998602,0.0008015562,0.000163186,0.00003869358,0.0003583702,0.00003620423],"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":[0.0004393226,0.0001658089,0.0006681986,0.02285053,0.0004816665,0.0003933612,0.0001162855,0.0005726328,0.01509223,0.000750042,0.004673194,0.9537967],"study_design_scores_gemma":[0.0001769451,0.003003681,0.009083663,0.005688929,0.002290455,0.00610225,0.0004036396,0.0008871408,0.0521263,0.00188569,0.918243,0.0001083402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002257788,0.9948949,0.001358111,0.0001594269,0.0002114329,0.00001567412,0.00001408329,0.000008515643,0.00108008],"genre_scores_gemma":[0.01322828,0.9804104,0.002323814,0.0003297476,0.000483748,0.00003359103,0.0000576194,0.00001041227,0.003122514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002057313,"threshold_uncertainty_score":0.01088023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355143152062986,"score_gpt":0.2379168285900297,"score_spread":0.2243653970693998,"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."}}