{"id":"W2922435785","doi":"10.1016/j.ergon.2019.02.003","title":"Product manual elaboration in product design phases: Behavioral and functional analysis based on user experience","year":2019,"lang":"en","type":"article","venue":"International Journal of Industrial Ergonomics","topic":"Design Education and Practice","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Product design; Computer science; Product (mathematics); Quality function deployment; Product engineering; New product development; Product design specification; Process (computing); Process management; Human–computer interaction; Engineering; Business; Marketing; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006019401,0.0001236574,0.0001854603,0.0006542577,0.00001791496,0.0001219937,0.0001681117,0.00006299604,0.0003209769],"category_scores_gemma":[0.0001960778,0.0001235194,0.00006062272,0.0003355927,0.00002114303,0.0006715374,0.00001000263,0.0003389899,0.00001182591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795442,"about_ca_system_score_gemma":0.0002368915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002094637,"about_ca_topic_score_gemma":0.000008491874,"domain_scores_codex":[0.9988645,0.00008427873,0.0004798056,0.0001597361,0.0003038638,0.0001078318],"domain_scores_gemma":[0.9991742,0.0001739161,0.0002224939,0.0001170485,0.0002491073,0.00006319037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001992893,0.0003237893,0.04147651,0.000002415305,0.0002589349,0.00001282019,0.0004474774,0.9385472,0.002802655,0.0001253123,0.001977955,0.01203205],"study_design_scores_gemma":[0.02834548,0.002653079,0.2364674,0.0005134564,0.001432611,0.0003458466,0.003922816,0.5338706,0.09115023,0.0002359845,0.09829136,0.002771174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986838,0.00004102827,0.008817772,0.0004212827,0.003493304,0.0001889874,0.00001173831,0.00001418295,0.0001737456],"genre_scores_gemma":[0.9972472,0.00002532496,0.001773465,0.00008866018,0.000730056,0.000007509553,0.0000195442,0.0000128093,0.00009547997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4046766,"threshold_uncertainty_score":0.5036975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909044826391727,"score_gpt":0.3165525288953412,"score_spread":0.257462080631424,"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."}}