{"id":"W3081743601","doi":"10.1002/2211-5463.12963","title":"Biomimetics: teaching the tools of the trade","year":2020,"lang":"en","type":"article","venue":"FEBS Open Bio","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biomimetics; Mindset; Sustainability; Engineering ethics; Process (computing); Set (abstract data type); Curriculum; Computer science; Knowledge management; Management science; Engineering; Engineering management; Sociology; Artificial intelligence; Pedagogy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001120789,0.00005832819,0.00007259791,0.000007648874,0.00004373866,0.00005063207,0.000531401,0.0000351753,0.00004172986],"category_scores_gemma":[0.00005954548,0.00003095546,0.00003279435,0.0001326323,0.00003033084,0.00006276733,0.00008028086,0.0001516074,0.0000190982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001073258,"about_ca_system_score_gemma":0.00001061593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001971004,"about_ca_topic_score_gemma":0.000001188943,"domain_scores_codex":[0.9996467,0.0000154884,0.0001081384,0.00006242071,0.00007841267,0.00008881249],"domain_scores_gemma":[0.9997486,0.00003794481,0.00001367286,0.000156089,0.000002951046,0.00004070498],"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":[0.00002446975,0.0001454415,0.001537535,0.0009594584,0.0003220463,0.000001580349,0.0164105,0.006834601,0.2201419,0.0128875,0.4516343,0.2891006],"study_design_scores_gemma":[0.0004272401,0.00006133367,0.04270697,0.0001330327,0.00004919973,0.000003860921,0.0005906739,0.039273,0.06085591,0.0003158903,0.8552741,0.0003087643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7492529,0.001756263,0.01306379,0.1700839,0.00522687,0.001873641,0.0001178493,0.0006203504,0.05800452],"genre_scores_gemma":[0.9988745,0.00001124607,0.0004964884,0.0004005411,0.0001370161,0.000008503521,0.000003490879,0.00001091954,0.00005724255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4036398,"threshold_uncertainty_score":0.1262327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110008323537361,"score_gpt":0.2398330545641693,"score_spread":0.2087329713287957,"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."}}