{"id":"W2571014468","doi":"10.1680/jbibn.16.00010","title":"Biomimetics and its tools","year":2017,"lang":"en","type":"article","venue":"Bioinspired Biomimetic and Nanobiomaterials","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biomimetics; Process (computing); Computer science; Sustainability; Management science; Face (sociological concept); Systems engineering; Engineering; Engineering ethics; Process management; Artificial intelligence; Sociology; Ecology","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":[0.004431149,0.0008532306,0.0005175393,0.003836571,0.001548089,0.008081734,0.001193531,0.001824643,0.008417557],"category_scores_gemma":[0.007763254,0.0003465442,0.0006305631,0.003794993,0.005391519,0.00491378,0.003655924,0.001702077,0.003087399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00210068,"about_ca_system_score_gemma":0.003445881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388295,"about_ca_topic_score_gemma":0.0009243534,"domain_scores_codex":[0.9945902,0.001792545,0.0005102045,0.0004048621,0.002440837,0.0002614323],"domain_scores_gemma":[0.9944998,0.003187322,0.0003111698,0.0008246064,0.000896543,0.0002805834],"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":[0.00002656045,0.00003519661,0.0004680805,0.001003125,0.00001204852,0.0001255475,0.001779873,0.001096952,0.002762632,0.8145369,0.008876513,0.1692767],"study_design_scores_gemma":[0.000005955483,0.0000402013,0.0004962804,0.0008579447,0.00001013033,0.0004904621,0.0007518815,0.00132248,0.002720221,0.215807,0.7774683,0.00002904826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01754674,0.06315392,0.4248228,0.01455886,0.001887738,0.0004899201,0.0009215797,0.001705764,0.4749126],"genre_scores_gemma":[0.2428114,0.05325667,0.5640153,0.004665489,0.0009253928,0.001313146,0.001605064,0.0007557134,0.130652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008417557,"threshold_uncertainty_score":0.0281595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323668348969444,"score_gpt":0.2394438770440999,"score_spread":0.2070770421471554,"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."}}