{"id":"W4321498832","doi":"10.1002/ange.202301022","title":"The Moores Lab &amp; ACRD‐Advanced Biomaterials and Chemical Synthesis Team","year":2023,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bacterial cellulose; Cellulose; Nanotechnology; Chemistry; Chitin; Polymer science; Chemical engineering; Materials science; Organic chemistry; Engineering; Chitosan","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005346874,0.00127507,0.0005687076,0.001884679,0.002348121,0.004565832,0.001357291,0.001945999,0.1759975],"category_scores_gemma":[0.002501819,0.0007993631,0.0008392819,0.0007053309,0.000679612,0.00201368,0.003430367,0.002330544,0.1430921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357884,"about_ca_system_score_gemma":0.007601656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254137,"about_ca_topic_score_gemma":0.005874424,"domain_scores_codex":[0.995267,0.0004111065,0.0001472461,0.0008685158,0.002589979,0.000716134],"domain_scores_gemma":[0.9930067,0.0002124741,0.000202088,0.0004101834,0.002057162,0.004111452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003104421,0.0001293754,0.0003751581,0.0002534264,0.00001307066,0.0002133715,0.0001499986,0.0002188163,0.044255,0.009303275,0.7786378,0.1661402],"study_design_scores_gemma":[0.00002256559,0.0001025385,0.000184158,0.00002167046,0.000004319481,0.000132117,0.00004059912,0.0002519171,0.007460325,0.0005842778,0.9911822,0.00001314969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01737423,0.01497247,0.07804627,0.05788746,0.08588822,0.002386748,0.008373334,0.0127398,0.7223314],"genre_scores_gemma":[0.02230654,0.003210533,0.02931756,0.005369881,0.003322748,0.0005944193,0.003106909,0.001504504,0.931267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8240025,"threshold_uncertainty_score":0.5887703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293534358046461,"score_gpt":0.3025835476329104,"score_spread":0.2732301118282643,"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."}}