{"id":"W4395016304","doi":"10.1007/978-3-031-53521-5_4","title":"The Role of CAD and PLM in Ecodesign: A Short Review","year":2024,"lang":"en","type":"review","venue":"Decision engineering","topic":"BIM and Construction Integration","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Ecodesign; CAD; Engineering; Systems engineering; Manufacturing engineering; Engineering drawing","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":[0.002100557,0.001395927,0.002423484,0.005152863,0.0003478303,0.002063322,0.001344468,0.002062316,0.00569757],"category_scores_gemma":[0.003625611,0.0006402383,0.001042484,0.006694338,0.0008652143,0.002971035,0.001319285,0.001701525,0.001878156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009529187,"about_ca_system_score_gemma":0.002824663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002546257,"about_ca_topic_score_gemma":0.005911067,"domain_scores_codex":[0.9993858,0.0001261695,0.0001240492,0.0001258451,0.0001972551,0.00004079749],"domain_scores_gemma":[0.9969628,0.002044959,0.0003250201,0.00005969873,0.0005141333,0.00009335145],"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":[0.00009413689,0.00008544948,0.0002397928,0.07768056,0.0002017735,0.0001409942,0.00008336177,0.0004553975,0.0007732143,0.003521964,0.01989312,0.8968303],"study_design_scores_gemma":[0.0000464845,0.0001995579,0.00150656,0.03512364,0.0008136951,0.0008813514,0.0001915871,0.0002040348,0.0004594406,0.002487009,0.9580283,0.00005816117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003859307,0.9993886,0.00008261314,0.0001219994,0.0001115092,0.000002932515,0.00001425495,0.000002315785,0.0002372139],"genre_scores_gemma":[0.0002913321,0.9990593,0.0002017387,0.0001693658,0.0001301852,0.00000444537,0.00001900757,0.000001236287,0.0001235538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00569757,"threshold_uncertainty_score":0.01906031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550186786817539,"score_gpt":0.2715237901023975,"score_spread":0.2560219222342222,"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."}}