{"id":"W3097153958","doi":"10.1042/bst20200310","title":"From protocells to prototissues: a materials chemistry approach","year":2020,"lang":"en","type":"review","venue":"Biochemical Society Transactions","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Canadian Institutes of Health Research; University of Bristol","keywords":"Protocell; Function (biology); Computer science; Synthetic biology; Nanotechnology; Field (mathematics); Human–computer interaction; Biochemical engineering; Data science; Artificial intelligence; Engineering; Chemistry; Biology; Computational biology; Materials science; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004572124,0.000920346,0.000702039,0.002340887,0.0004267679,0.001596193,0.0009448855,0.001578986,0.002582369],"category_scores_gemma":[0.0005077757,0.0004659817,0.0004576805,0.001879542,0.001416534,0.002170028,0.001091119,0.003083688,0.00235484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009144699,"about_ca_system_score_gemma":0.0006865322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005472898,"about_ca_topic_score_gemma":0.0007900986,"domain_scores_codex":[0.999745,0.0000464944,0.00002028116,0.00004085491,0.0001232169,0.0000242587],"domain_scores_gemma":[0.9998209,0.0001060225,0.0000180165,0.000009006765,0.00002836458,0.00001772647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004568844,0.0001643352,0.0001465277,0.01658634,0.00007638084,0.0004065875,0.0003074743,0.001889828,0.01635317,0.2117915,0.04100279,0.7112292],"study_design_scores_gemma":[0.000007177404,0.00006153694,0.000131443,0.0009764682,0.00001704059,0.0005007302,0.0000356591,0.0002781789,0.003800046,0.01487844,0.9792941,0.00001909382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002616815,0.989675,0.002586162,0.0008356766,0.0006636576,0.00001211846,0.00001619604,0.00002320175,0.005926264],"genre_scores_gemma":[0.003541372,0.9891818,0.002483822,0.0007826608,0.0006269458,0.00003572003,0.00002799847,0.000008222401,0.003311481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002582369,"threshold_uncertainty_score":0.008638918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363256692049145,"score_gpt":0.2759454490436714,"score_spread":0.24231288212318,"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."}}