{"id":"W7111489349","doi":"","title":"Integrating the end-user’s voice in the target value setting process during the project definition phase: challenges and potential solutions","year":2025,"lang":"en","type":"other","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Process (computing); Value (mathematics); Integrated project delivery; Multidisciplinary approach; Citizen journalism; Best practice; Government (linguistics); Project management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1651063,0.001702248,0.001647204,0.002379467,0.01501391,0.03173228,0.006091421,0.008749982,0.00602704],"category_scores_gemma":[0.1227915,0.001501066,0.001247199,0.003504348,0.01481992,0.02310528,0.02139144,0.0109281,0.00290375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.013958,"about_ca_system_score_gemma":0.03627824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141104,"about_ca_topic_score_gemma":0.01494475,"domain_scores_codex":[0.7396498,0.21429,0.00702372,0.007776385,0.02138368,0.009876382],"domain_scores_gemma":[0.787898,0.1457347,0.009800742,0.01375378,0.03142843,0.01138436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002896947,0.0007388064,0.01331879,0.003156111,0.00008065115,0.003192251,0.5815438,0.001452494,0.01109226,0.06013968,0.01164684,0.3133486],"study_design_scores_gemma":[0.0001279649,0.0006269233,0.005934269,0.006788251,0.00008177264,0.001887588,0.648578,0.007650899,0.006612287,0.05775316,0.2636321,0.0003267855],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2135924,0.008220506,0.5023969,0.1654029,0.001960917,0.005003885,0.0001877424,0.001034598,0.1022002],"genre_scores_gemma":[0.781298,0.003886648,0.1799945,0.01262134,0.0003332236,0.004338286,0.0002303521,0.0004849355,0.01681266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1651063,"threshold_uncertainty_score":0.8731759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224885671714288,"score_gpt":0.2951868565963112,"score_spread":0.2726982894248824,"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."}}