{"id":"W2966419472","doi":"10.11159/icmie19.124","title":"Effect of Tool Geometry and Process Parameters on Strength of Various Friction Stir Spot Welded Lap Joints","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Indian Institute of Technology Guwahati","keywords":"Spot welding; Process (computing); Materials science; Welding; Geometry; Structural engineering; Engineering drawing; Mechanical engineering; Composite material; Computer science; Engineering; Mathematics","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":[0.0004326878,0.0005979514,0.0004286522,0.0004056287,0.0001702934,0.0004184294,0.0004610883,0.0005004768,0.00112636],"category_scores_gemma":[0.001750243,0.0003908847,0.0002668251,0.0005466827,0.0002900983,0.000412246,0.000190865,0.0002537919,0.0002834812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178961,"about_ca_system_score_gemma":0.0001428979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005675961,"about_ca_topic_score_gemma":0.001170197,"domain_scores_codex":[0.9995348,0.00006508917,0.00004485903,0.0001082344,0.0001781197,0.00006890797],"domain_scores_gemma":[0.9981823,0.0007913244,0.000503745,0.0001398262,0.0002994742,0.00008337181],"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":[0.001013313,0.00009319554,0.004179663,0.0003412366,0.00004117699,0.0003602821,0.000168543,0.004059933,0.9797484,0.00004854367,0.0000991281,0.009846556],"study_design_scores_gemma":[0.00003503553,0.004086503,0.0533292,0.00001951312,0.0001179947,0.0003194577,0.000224915,0.004855974,0.9358022,0.00004167561,0.001119584,0.00004788999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977676,0.0008174972,0.0008499313,0.00001604148,0.00001185506,0.00001147573,0.00008568804,0.00004001937,0.00039992],"genre_scores_gemma":[0.9986354,0.0002451193,0.0007342843,0.000007467212,0.000003709817,0.000007190159,0.00007189662,0.00001807604,0.0002768452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00112636,"threshold_uncertainty_score":0.003768027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003323095491863492,"score_gpt":0.2044861913685863,"score_spread":0.2011630958767228,"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."}}