{"id":"W2025877661","doi":"10.1038/srep09282","title":"Self-generated Local Heating Induced Nanojoining for Room Temperature Pressureless Flexible Electronic Packaging","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"McMaster University","keywords":"Electronic packaging; Materials science; Computer science; Optoelectronics; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001553258,0.0002894498,0.0003207416,0.0002416846,0.0003889893,0.0004268019,0.0002421718,0.0002305661,0.000002192466],"category_scores_gemma":[0.0001648359,0.0002832265,0.00008668894,0.0007613947,0.00006018561,0.000258981,0.00007032981,0.00048544,0.000004865244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003794209,"about_ca_system_score_gemma":0.0004399383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001445419,"about_ca_topic_score_gemma":0.00002190819,"domain_scores_codex":[0.9973836,0.0000300466,0.0004597987,0.0006863076,0.0003830144,0.001057226],"domain_scores_gemma":[0.9987116,0.00003644691,0.0001102482,0.0007767931,0.0002190806,0.0001457862],"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":[0.00001880832,0.0001005211,0.00127934,0.0004224704,0.0003457405,0.0001654053,0.002483862,0.2075482,0.7355359,0.001429589,0.0412788,0.009391327],"study_design_scores_gemma":[0.0003795975,0.00009888495,0.0000169297,0.0001216312,0.00004427681,0.0002385417,0.0004919439,0.1095264,0.8535639,0.007446681,0.02750417,0.0005670455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755505,0.002749837,0.01063363,0.0001091898,0.004396318,0.00048866,0.000001989766,0.005199456,0.0008703881],"genre_scores_gemma":[0.9958348,0.000008108557,0.003135156,0.00001312211,0.0001067435,0.000106206,0.00005123789,0.00007135911,0.0006732597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118028,"threshold_uncertainty_score":0.999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873279019841713,"score_gpt":0.2400461267489427,"score_spread":0.2213133365505256,"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."}}