{"id":"W2578284683","doi":"10.4000/vertigo.17914","title":"Biomimétisme : outils pour une démarche écoinnovante en ingénierie","year":2017,"lang":"fr","type":"article","venue":"VertigO","topic":"Design Education and Practice","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; École de Technologie Supérieure","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004826273,0.0002703599,0.0002562116,0.00009237824,0.0003657287,0.0004291925,0.0006209505,0.0002486526,0.001859226],"category_scores_gemma":[0.001088394,0.0003133887,0.00009906205,0.00018589,0.0001378483,0.000864162,0.0001183477,0.0005115588,0.005100438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174094,"about_ca_system_score_gemma":0.0002896876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005727228,"about_ca_topic_score_gemma":0.0000724032,"domain_scores_codex":[0.9985049,0.0001408175,0.000334447,0.0002959115,0.0001935948,0.0005303415],"domain_scores_gemma":[0.9982255,0.000299285,0.0001529375,0.001007821,0.00009405833,0.0002204387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007831446,0.0003284205,0.01011892,0.0004315232,0.0004069986,0.0001732962,0.004496614,0.0001876407,0.04080502,0.08730094,0.2546294,0.601043],"study_design_scores_gemma":[0.0005436685,0.00003407639,0.04186577,0.0001449502,0.00007723903,0.00006265633,0.0002203554,0.002599648,0.00501418,0.003582592,0.945478,0.0003768895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1196223,0.01040216,0.09734548,0.3271101,0.0339076,0.0007331038,0.0001260495,0.0005991481,0.4101541],"genre_scores_gemma":[0.8358482,0.001443589,0.02161389,0.000761642,0.001398836,0.00002266769,0.00001465213,0.0001075933,0.1387889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7162259,"threshold_uncertainty_score":0.9999318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384822992461761,"score_gpt":0.3137462127567709,"score_spread":0.2698979828321533,"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."}}