{"id":"W1981420793","doi":"10.1177/1063293x10389799","title":"The Performance of Technical Information Transfer in New Product Development","year":2010,"lang":"en","type":"article","venue":"Concurrent Engineering","topic":"Design Education and Practice","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Information transfer; Computer science; New product development; Process (computing); Product (mathematics); Communications system; Set (abstract data type); Information system; Technical communication; Systems engineering; Process management; Engineering; Telecommunications; 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":[0.01701598,0.0005203278,0.0003861847,0.00287796,0.0009123185,0.003977439,0.0007933737,0.001038521,0.001097525],"category_scores_gemma":[0.1226744,0.0003466369,0.0004070445,0.002132777,0.001734518,0.005583186,0.002260881,0.0007080451,0.0004357853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00260773,"about_ca_system_score_gemma":0.001658409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455371,"about_ca_topic_score_gemma":0.000952302,"domain_scores_codex":[0.9718194,0.01806734,0.001273187,0.001039248,0.006574379,0.001226504],"domain_scores_gemma":[0.8328392,0.1327884,0.01432533,0.009620721,0.008801732,0.001624528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004159588,0.002582975,0.2109818,0.0008740113,0.0004671945,0.000726059,0.01176763,0.1541363,0.0313321,0.03122377,0.001385002,0.5503635],"study_design_scores_gemma":[0.0003575642,0.01327775,0.3208117,0.0003275941,0.0005634865,0.001232219,0.01087256,0.487547,0.1159205,0.0412958,0.007432962,0.0003608422],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982565,0.0002869224,0.008235027,0.0001909812,0.000007499404,0.00005671008,0.00001945726,0.0001091239,0.008529197],"genre_scores_gemma":[0.9974929,0.00008247831,0.002009913,0.00001382561,0.00000498374,0.00002228468,0.00002532128,0.00001240138,0.0003357589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01701598,"threshold_uncertainty_score":0.0899902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008700360321259584,"score_gpt":0.2159946601833997,"score_spread":0.2072942998621401,"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."}}