{"id":"W1039830837","doi":"10.1007/978-1-4471-5073-2_10","title":"Feature-Based Mechanism Design","year":2013,"lang":"en","type":"book-chapter","venue":"Springer series in advanced manufacturing","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Feature (linguistics); Computer science; Mechanism (biology); CAD; Engineering drawing; Systems engineering; Engineering","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":[0.0003093341,0.0008424179,0.0005891437,0.0006381813,0.0003070462,0.0008045469,0.001734165,0.0007791574,0.0150825],"category_scores_gemma":[0.0004263501,0.0005609008,0.0007191093,0.0006323656,0.0004702391,0.000876438,0.0008081544,0.0007506079,0.003228089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003707462,"about_ca_system_score_gemma":0.0003384273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004706561,"about_ca_topic_score_gemma":0.0006817637,"domain_scores_codex":[0.9997351,0.00002606882,0.00001161722,0.00005365089,0.0001531583,0.00002053263],"domain_scores_gemma":[0.9998913,0.00002479988,0.000009399214,0.00004147555,0.00002796779,0.000004994599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009630647,0.00006052676,0.0002320206,0.0004212921,0.00007027175,0.0001135734,0.00005693543,0.1532956,0.04328898,0.1857332,0.01013746,0.6064938],"study_design_scores_gemma":[0.00006047999,0.0002305301,0.0006271271,0.0001474315,0.00008549282,0.0006825257,0.00002967815,0.6207761,0.02509002,0.1956406,0.1565762,0.00005396245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003081961,0.001196202,0.9692469,0.00007036393,0.00009798716,0.00004070364,0.00008223976,0.000804833,0.02537872],"genre_scores_gemma":[0.2580337,0.002878364,0.6579154,0.0001101616,0.00008735016,0.000261151,0.0005605319,0.0005167896,0.07963658],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0150825,"threshold_uncertainty_score":0.05045599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006209508629255,"score_gpt":0.1892956478519345,"score_spread":0.1792335527656419,"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."}}