{"id":"W6982330958","doi":"","title":"Hybrid weld-bond joining technology of light metal alloys","year":2018,"lang":"en","type":"other","venue":"NPARC","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welding; Adhesive; Joint (building); Adhesive bonding; Durability; Friction stir welding; Electric resistance welding; Heat-affected zone; Plastic welding","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001504574,0.000242058,0.0005243746,0.0006410041,0.00008024021,0.00001389089,0.001396918,0.0004224114,0.001018251],"category_scores_gemma":[0.00006725013,0.0002095946,0.00009602827,0.0003120424,0.0003893413,0.00004332837,0.0007962934,0.0002647537,0.0003346043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001394805,"about_ca_system_score_gemma":0.00005014638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006281313,"about_ca_topic_score_gemma":0.00002291779,"domain_scores_codex":[0.9987447,0.00002133213,0.0002402308,0.0004871249,0.0001959923,0.0003106163],"domain_scores_gemma":[0.9986412,0.00002625103,0.0002561466,0.0009979203,0.00004959508,0.00002887851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000103905,0.00002624141,0.00004462675,0.00002583521,0.000164615,0.00002687281,0.00008824083,8.988586e-9,0.000853372,0.172308,0.8175701,0.008891017],"study_design_scores_gemma":[0.0001402007,0.0001038236,0.000005224657,0.00008487069,0.00002338633,0.00003221151,0.00001646889,0.00001817543,0.005539123,0.05080757,0.9430217,0.0002072785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001715707,0.0007650198,0.02608738,0.002020252,0.000890537,0.0001315877,0.000006028622,0.0009398044,0.9689878],"genre_scores_gemma":[0.01217716,0.0002170219,0.1972334,0.0003196539,0.0003841197,0.00005826444,0.000003717354,0.000191067,0.7894156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1795722,"threshold_uncertainty_score":0.999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103668307986144,"score_gpt":0.227768361318179,"score_spread":0.2167316782383175,"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."}}