{"id":"W3135992593","doi":"10.1021/acssuschemeng.1c00618","title":"Biopitch as a Binder for Carbon Anodes: Impact on Carbon Anode Properties","year":2021,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Université Laval; Alcoa","keywords":"Anode; Carbon fibers; Materials science; Chemical engineering; Chemistry; Composite material; Electrode; Composite number; Engineering","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":[0.0002249736,0.0005620678,0.0004623805,0.0004759893,0.00021175,0.0005827586,0.0003057168,0.000429953,0.001273009],"category_scores_gemma":[0.0004276775,0.000201418,0.0003569102,0.0004531972,0.0001840919,0.0005350691,0.0003788313,0.000626759,0.000436708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002827338,"about_ca_system_score_gemma":0.0001818226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006952636,"about_ca_topic_score_gemma":0.002412863,"domain_scores_codex":[0.9997535,0.00001892968,0.00002232335,0.00004851414,0.0001093328,0.00004741562],"domain_scores_gemma":[0.9997482,0.00005279623,0.00005711945,0.00002042303,0.00008124002,0.00004019119],"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":[0.0001136466,0.00002347048,0.0002717826,0.0002529615,0.00001304911,0.0001012901,0.00002933698,0.0002105178,0.9958754,0.00008318834,0.0000353361,0.002990051],"study_design_scores_gemma":[0.00000394509,0.0002072601,0.00146349,0.00001572788,0.00002242747,0.00007393592,0.00004023677,0.0004082072,0.9965748,0.00002294967,0.001161181,0.000005918312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922277,0.004396335,0.001318933,0.0000700994,0.00003335956,0.0000215196,0.0002392935,0.00005648918,0.001636239],"genre_scores_gemma":[0.9934667,0.002382023,0.002289988,0.00002478624,0.000008454642,0.00001558357,0.0002568426,0.00004669063,0.001509053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001273009,"threshold_uncertainty_score":0.004258633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006187341651869531,"score_gpt":0.2141334831282615,"score_spread":0.207946141476392,"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."}}