{"id":"W4392762704","doi":"10.21070/pels.v7i0.1469","title":"Analysis of Weld Joint Strength on Galvanized Material Using Rb-26 Electrode","year":2024,"lang":"en","type":"article","venue":"Procedia of Engineering and Life Science","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Galvanization; Electrode; Welding; Materials science; Joint (building); Metallurgy; Composite material; Structural engineering; Engineering; Chemistry; Layer (electronics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002037648,0.0001181336,0.0002359694,0.0005592739,0.00002803435,0.00005127504,0.0001262768,0.00004180176,0.00001244851],"category_scores_gemma":[0.0001186431,0.000100259,0.00005193595,0.001192065,0.00006829345,0.0001010966,0.00003234994,0.00009351045,3.151312e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002567942,"about_ca_system_score_gemma":0.0000417592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002253987,"about_ca_topic_score_gemma":8.032721e-7,"domain_scores_codex":[0.9991823,0.000002509144,0.000212019,0.0001827858,0.0002130277,0.0002073385],"domain_scores_gemma":[0.9997132,0.00003877512,0.00002248712,0.0001122785,0.00003529186,0.00007796701],"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":[0.000007261806,0.00001363705,0.0001405177,0.0006855282,0.0001539904,0.000002290246,0.0001886474,0.4069896,0.5901542,0.0009663248,0.00006455716,0.0006334132],"study_design_scores_gemma":[0.00003409286,0.00004541302,0.0008125456,0.0001694229,0.00009834088,0.000001510784,0.000009696127,0.4855514,0.5130459,0.00001785265,0.000105681,0.0001081503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954722,0.0005560057,0.00312773,0.00001441105,0.0002355115,0.00005741059,0.00001568728,0.0003784359,0.0001426383],"genre_scores_gemma":[0.9960955,0.0001812051,0.003631748,0.000002610131,0.00006367995,0.000003369689,0.000001111023,0.00001781478,0.000003011353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07856177,"threshold_uncertainty_score":0.4088442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120725908950223,"score_gpt":0.2336130272533668,"score_spread":0.2224057681638646,"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."}}