{"id":"W3044559154","doi":"10.3390/biomimetics5030035","title":"How to Build a Biological Machine Using Engineering Materials and Methods","year":2020,"lang":"en","type":"article","venue":"Biomimetics","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Biological engineering; Biochemical engineering; Engineering; Manufacturing engineering; Process engineering; Biology; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001752055,0.0005956854,0.0004963313,0.0009436295,0.001109322,0.003076699,0.001159648,0.002197766,0.007757467],"category_scores_gemma":[0.002904341,0.0006998335,0.0009916839,0.0005181876,0.005008038,0.005039806,0.001369214,0.002385128,0.005651454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007606467,"about_ca_system_score_gemma":0.001298049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007502796,"about_ca_topic_score_gemma":0.000576081,"domain_scores_codex":[0.9990478,0.0001864538,0.00007629176,0.0002372148,0.0003893796,0.00006287349],"domain_scores_gemma":[0.9988934,0.0004818069,0.00009870863,0.0003128329,0.0001425324,0.00007064971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003842049,0.00009720353,0.0007225534,0.001335557,0.00006947373,0.0003279833,0.0007676625,0.009813297,0.09095242,0.7324417,0.009250161,0.1541836],"study_design_scores_gemma":[0.00004532754,0.0001834817,0.0005400412,0.0005675279,0.00005738102,0.0009323199,0.0004064252,0.01703183,0.08189446,0.3404752,0.5577106,0.0001553846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0150693,0.01144934,0.9009994,0.01013723,0.00236857,0.0002615909,0.0002171939,0.001639972,0.05785752],"genre_scores_gemma":[0.1401431,0.01042998,0.8179895,0.00253609,0.0003399173,0.0006110979,0.0003308817,0.0005660524,0.02705331],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007757467,"threshold_uncertainty_score":0.02595127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04397104895401151,"score_gpt":0.31056921904816,"score_spread":0.2665981700941485,"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."}}