{"id":"W4416337464","doi":"10.1021/acssuschemeng.5c08258","title":"Sticking to Green: Sustainable Solutions for Next-Generation Microelectronic Packaging with Plant-Derived and Bacterial Adhesives","year":2025,"lang":"en","type":"review","venue":"ACS Sustainable Chemistry & Engineering","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; MiQro Innovation Collaborative Centre; Cegep de Thetford; Université de Sherbrooke; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Fonds de recherche du Québec – Nature et technologies; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Microelectronics; Environmentally friendly; Adhesive; Active packaging; Integrated circuit packaging; Epoxy; Biorefinery; Semiconductor device fabrication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008601754,0.0008310185,0.000417207,0.0008183242,0.000552752,0.001750038,0.000673851,0.001514096,0.001651131],"category_scores_gemma":[0.0004776232,0.0003982991,0.0004402723,0.0006678639,0.0005808339,0.002002813,0.001240893,0.001649317,0.001408127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007608355,"about_ca_system_score_gemma":0.000421602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002934316,"about_ca_topic_score_gemma":0.0006811334,"domain_scores_codex":[0.9994012,0.00008411956,0.00002414163,0.00006647079,0.0003281363,0.00009591212],"domain_scores_gemma":[0.9997199,0.00005017308,0.00007090534,0.00002572733,0.00009323248,0.00004002448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003869148,0.0001074653,0.000632823,0.001530769,0.00002631287,0.0005089924,0.0002504549,0.001918252,0.8611336,0.01335303,0.003964697,0.1165349],"study_design_scores_gemma":[0.00001064205,0.0007265666,0.001697743,0.0006372687,0.00006265526,0.001082334,0.0005223328,0.00713541,0.7373335,0.01522292,0.2354785,0.00009021255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2732441,0.3441486,0.3179746,0.01298536,0.003057955,0.0004579021,0.0008227669,0.002074125,0.04523469],"genre_scores_gemma":[0.5414968,0.192637,0.2364588,0.004254682,0.0006767727,0.0004554125,0.0009452776,0.0004449201,0.02263041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001750038,"threshold_uncertainty_score":0.005523622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159718214315084,"score_gpt":0.2189693928067115,"score_spread":0.2029975713752031,"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."}}