{"id":"W2043841099","doi":"10.1177/1063293x08096178","title":"Design for Product Adaptability","year":2008,"lang":"en","type":"article","venue":"Concurrent Engineering","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adaptability; Personalization; Product (mathematics); Systems engineering; Product design; Engineering; Manufacturing engineering; Computer science; Product design specification; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002777419,0.0009980486,0.0004262515,0.001074924,0.0009013523,0.002741002,0.001239222,0.001517349,0.01633699],"category_scores_gemma":[0.007112766,0.0005479768,0.001146535,0.001133119,0.001849534,0.002408241,0.002704012,0.001536399,0.003933647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001640817,"about_ca_system_score_gemma":0.001837413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009945044,"about_ca_topic_score_gemma":0.001023726,"domain_scores_codex":[0.9961832,0.001232424,0.0002563496,0.0006745823,0.001463672,0.0001896744],"domain_scores_gemma":[0.9975235,0.0007256735,0.0002243749,0.0009142674,0.0005320897,0.00008001852],"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":[0.00005350683,0.00007848637,0.0007287891,0.000726777,0.0000588455,0.0002950978,0.000828092,0.02077011,0.009390826,0.7305529,0.01040684,0.2261098],"study_design_scores_gemma":[0.00007890238,0.000310309,0.0008202124,0.0003311198,0.0000926783,0.0009524263,0.0003091758,0.03693401,0.006402615,0.3439696,0.6097442,0.0000547638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006037327,0.001380826,0.8838372,0.001981509,0.0002631147,0.0006005141,0.0001544575,0.0008562796,0.1048887],"genre_scores_gemma":[0.1469575,0.001850573,0.8022856,0.001241605,0.0001409088,0.001321109,0.0003723348,0.0003295285,0.04550081],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01633699,"threshold_uncertainty_score":0.05465263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04543806637231099,"score_gpt":0.2069050498090209,"score_spread":0.1614669834367099,"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."}}