{"id":"W2048133542","doi":"10.1177/0892705713490714","title":"Characterization of resistance-welded thermoplastic composite double-lap joints under static and fatigue loading","year":2013,"lang":"en","type":"article","venue":"Journal of Thermoplastic Composite Materials","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University; École de Technologie Supérieure","funders":"","keywords":"Polyetherimide; Materials science; Composite material; Welding; Composite number; Lap joint; Thermoplastic; Peek; Scanning electron microscope; Polymer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002319123,0.0003145469,0.0008179139,0.0003217189,0.00008320253,0.0002305932,0.0002466281,0.00009971702,0.000468405],"category_scores_gemma":[0.00002558242,0.0002579605,0.0001029993,0.0002074438,0.00008075652,0.0003728751,0.0000613564,0.0001652245,0.00001789825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029263,"about_ca_system_score_gemma":0.00001944937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002233284,"about_ca_topic_score_gemma":0.000003342421,"domain_scores_codex":[0.9979222,0.000113977,0.001129921,0.0001721198,0.0003674239,0.0002943334],"domain_scores_gemma":[0.9984649,0.0002797927,0.0006612036,0.000219694,0.0002293684,0.0001450513],"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":[0.0002064792,0.00001859403,0.0003039529,0.0003442273,0.000403017,0.000008433906,0.0003631929,0.002842425,0.9953244,0.00005581514,0.00003167946,0.00009774652],"study_design_scores_gemma":[0.001215959,0.0000747794,0.05998572,0.0007587131,0.000304201,0.0000870831,0.00005789642,0.001835273,0.9350324,0.0003596154,0.000008799111,0.0002795706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950941,0.0001216921,0.003501214,0.00009578978,0.000797616,0.0002128839,0.00003110389,0.00005246549,0.00009313927],"genre_scores_gemma":[0.9986507,0.00008164062,0.0009726339,0.00002107448,0.0001385747,0.00000597287,0.00001699483,0.00005761712,0.00005483753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06029204,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428875800078883,"score_gpt":0.2176212273750331,"score_spread":0.2033324693742443,"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."}}