{"id":"W4231090383","doi":"10.1007/978-3-662-53120-4_16812","title":"Biomimetic Design","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":[0.0001781768,0.0008617998,0.0003839665,0.000824662,0.0008694789,0.001758785,0.0006300984,0.0007766567,0.08629344],"category_scores_gemma":[0.0003534433,0.0003545095,0.0003216051,0.0007233139,0.001204496,0.001197517,0.001235387,0.001324504,0.02677168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008226313,"about_ca_system_score_gemma":0.0006531252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004539,"about_ca_topic_score_gemma":0.002892317,"domain_scores_codex":[0.9998662,0.00001984234,0.000004391639,0.00002240987,0.00007583113,0.0000112496],"domain_scores_gemma":[0.9999388,0.00001722411,0.00000272485,0.00001658032,0.0000178666,0.000006776989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001834251,0.00003718046,0.00007226733,0.0003182854,0.000006916335,0.00006898,0.0003033153,0.003656768,0.005327381,0.4675931,0.1869856,0.3356119],"study_design_scores_gemma":[0.000002281445,0.00001215896,0.00007506645,0.0000902401,0.000002125237,0.0001018393,0.00004492929,0.001252615,0.001022545,0.04179323,0.9555976,0.000005413275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009231048,0.00504003,0.05139016,0.0006341394,0.001151884,0.00003831094,0.0001171997,0.0002809219,0.9404243],"genre_scores_gemma":[0.005971791,0.002982163,0.009013047,0.0002116238,0.0001129982,0.00004286142,0.0001121343,0.0001114101,0.9814419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08629344,"threshold_uncertainty_score":0.2886803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281363230281585,"score_gpt":0.2333484459731046,"score_spread":0.1905348136702887,"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."}}