{"id":"W1971163657","doi":"10.1177/0021998311412986","title":"Metal mesh heating element size effect in resistance welding of thermoplastic composites","year":2011,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University; École de Technologie Supérieure","funders":"","keywords":"Materials science; Composite material; Thermoplastic; Welding; Metal; Heating element; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005745367,0.000340851,0.0002915921,0.0002673556,0.0001551383,0.0003420997,0.0002589175,0.0003339018,0.001524215],"category_scores_gemma":[0.001754402,0.0003802264,0.0002808025,0.0001364694,0.0002590612,0.0004363018,0.000227157,0.0002176585,0.0002792423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701358,"about_ca_system_score_gemma":0.0001162984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002967188,"about_ca_topic_score_gemma":0.0006580367,"domain_scores_codex":[0.9995816,0.0001054768,0.00004319893,0.00009982325,0.0001257409,0.00004406532],"domain_scores_gemma":[0.9974605,0.001511884,0.0004544126,0.000207153,0.0002702665,0.00009575563],"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":[0.0002806366,0.00002676139,0.0007291725,0.00006519383,0.00001130472,0.00005173844,0.00004687337,0.0006043243,0.9959958,0.00002740448,0.00001461639,0.0021462],"study_design_scores_gemma":[0.00000862953,0.0006192609,0.005735365,0.000004989895,0.00004311907,0.00007519518,0.00003663082,0.0009804571,0.992182,0.00001201561,0.000295284,0.000006987848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962227,0.0008235105,0.002038566,0.00002023026,0.00002017304,0.0000151965,0.00002216586,0.00006428809,0.0007731386],"genre_scores_gemma":[0.9973952,0.0002626909,0.001719184,0.00001444944,0.000008811668,0.00001166241,0.000029525,0.00004057892,0.0005179016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001524215,"threshold_uncertainty_score":0.005098999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325835401415999,"score_gpt":0.2298152571234569,"score_spread":0.216556903109297,"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."}}