{"id":"W2950217926","doi":"10.19255/jmpm01902","title":"Dimensions and requirements of collaborative planning in business transformation projects","year":2019,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Process management; Dimension (graph theory); Environmental design and planning; Project planning; Process (computing); Project management; Business; Computer science; Knowledge management; Engineering; Systems engineering; Land-use planning","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":[0.02824496,0.0004264651,0.0005045831,0.001757669,0.006332456,0.01047551,0.001823899,0.002313326,0.002769244],"category_scores_gemma":[0.06098438,0.0006062175,0.0005274369,0.003082744,0.009320138,0.006690313,0.007342211,0.002842116,0.0004004352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006549816,"about_ca_system_score_gemma":0.01473873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00685866,"about_ca_topic_score_gemma":0.007500227,"domain_scores_codex":[0.932681,0.04127158,0.004441069,0.001785977,0.01681866,0.003001736],"domain_scores_gemma":[0.910619,0.06404565,0.007174593,0.004284513,0.009324856,0.004551538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001355629,0.0002685119,0.01841231,0.001182003,0.00004607092,0.001684986,0.07543527,0.01955849,0.00192875,0.7483299,0.006080129,0.126938],"study_design_scores_gemma":[0.00009328173,0.0003714334,0.0297136,0.002030804,0.00006913557,0.004244074,0.2332815,0.03151881,0.003609095,0.4959668,0.19886,0.0002415293],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3156663,0.001858558,0.217365,0.02911466,0.0001745502,0.002070674,0.0003660859,0.0002391757,0.4331452],"genre_scores_gemma":[0.9275004,0.0006377446,0.0684965,0.0001955885,0.00002518139,0.0009196857,0.0001495596,0.00003407822,0.002041277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02824496,"threshold_uncertainty_score":0.1493754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03830337465686514,"score_gpt":0.3120571277998445,"score_spread":0.2737537531429793,"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."}}