{"id":"W2105621648","doi":"10.24908/pceea.v0i0.4057","title":"GENERALIZING THE BIOMIMETIC DESIGN PROCESS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Process (computing); Computer science; Engineering design process; Management science; Engineering; Mechanical engineering; Programming language","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002189199,0.001022182,0.0006012626,0.001488019,0.0008647606,0.00147007,0.001468497,0.001354421,0.005221394],"category_scores_gemma":[0.005033495,0.0004935408,0.002371615,0.001157569,0.00342898,0.001830632,0.002658687,0.001677287,0.001643114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248024,"about_ca_system_score_gemma":0.001663672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289767,"about_ca_topic_score_gemma":0.003059407,"domain_scores_codex":[0.9985268,0.000462554,0.0001596079,0.0003124313,0.0004800768,0.00005854705],"domain_scores_gemma":[0.9983507,0.000776988,0.00008659785,0.0005447507,0.0002122691,0.00002855307],"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":[0.00002192776,0.00004361606,0.0003684623,0.0006695338,0.0000425557,0.00027083,0.0007800132,0.08990581,0.01079997,0.7888018,0.001532954,0.1067625],"study_design_scores_gemma":[0.00002856293,0.0001004788,0.0002787541,0.0002398905,0.00004791102,0.0004115999,0.0001344498,0.1145723,0.007704163,0.7435205,0.1329261,0.00003523511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003741243,0.0002326277,0.9864029,0.000313165,0.00005074661,0.0001271978,0.00007092708,0.0002174037,0.008843853],"genre_scores_gemma":[0.06338445,0.001232989,0.9249257,0.0003476957,0.00006613498,0.0004757984,0.0002409109,0.0001819077,0.009144441],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005221394,"threshold_uncertainty_score":0.01746732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191551969921196,"score_gpt":0.2075201062572668,"score_spread":0.1856045865580548,"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."}}