{"id":"W1567476437","doi":"10.1017/cbo9781139878395","title":"Engineering and Product Development Management","year":2001,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Technology Assessment and Management","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"New product development; Product management; Process management; Engineering; Product data management; Multinational corporation; Process (computing); Engineering management; Knowledge management; Product (mathematics); Program management; Project management; Systems engineering; Computer science; Product lifecycle; Business","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":[0.0009311909,0.0008931166,0.0004772009,0.001511941,0.001525091,0.008478815,0.0009688101,0.001954116,0.05804067],"category_scores_gemma":[0.002496944,0.0003687777,0.0002908014,0.00239388,0.002054233,0.005102635,0.002345576,0.002355369,0.0374443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318267,"about_ca_system_score_gemma":0.003137871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055046,"about_ca_topic_score_gemma":0.00277608,"domain_scores_codex":[0.9979464,0.0003325685,0.00009348535,0.0002992667,0.001183762,0.0001444286],"domain_scores_gemma":[0.9991726,0.0002519042,0.00006206926,0.0001286983,0.0002795314,0.0001051156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009294745,0.00003239028,0.0001497163,0.0002588507,0.000006244727,0.000108585,0.001122617,0.0004918324,0.0005690508,0.3216633,0.3469196,0.3286685],"study_design_scores_gemma":[9.076024e-7,0.000004917784,0.0000740671,0.00007977957,8.312369e-7,0.00006482483,0.00008995832,0.00005396616,0.00005279926,0.01254993,0.9870253,0.000002624319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006787333,0.03681355,0.01528812,0.007059121,0.002162503,0.00008445161,0.0001671107,0.0004078584,0.9373385],"genre_scores_gemma":[0.01005696,0.02157237,0.01171886,0.003034263,0.0007458231,0.000121763,0.000271752,0.000198583,0.9522796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05804067,"threshold_uncertainty_score":0.1941654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007540431979308677,"score_gpt":0.1566714146510774,"score_spread":0.1491309826717687,"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."}}