{"id":"W4230737018","doi":"10.1002/pmj.21570","title":"Simply, Pluralism!","year":2016,"lang":"en","type":"article","venue":"Project Management Journal","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Pluralism (philosophy); Epistemology; Sociology; Management science; Engineering ethics; Philosophy; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003481295,0.0002051141,0.000233594,0.001302907,0.0004288882,0.0007796804,0.001223971,0.00004315599,0.003905308],"category_scores_gemma":[0.0002907407,0.0001064857,0.0002038886,0.00118845,0.0001111823,0.001258756,0.0004319312,0.0001590335,0.001859374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009026362,"about_ca_system_score_gemma":0.00004565094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007009776,"about_ca_topic_score_gemma":0.0000104172,"domain_scores_codex":[0.9963036,0.0001888842,0.0008432365,0.0004409264,0.001736621,0.0004868005],"domain_scores_gemma":[0.9983782,0.0002322212,0.0004376194,0.0005862396,0.0002550945,0.0001105974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005572446,0.00002612038,0.01420951,0.000004958471,0.00007464461,0.00005292518,0.0001691413,0.000002611494,0.00005040291,0.01806699,0.1727625,0.7945246],"study_design_scores_gemma":[0.001106909,0.00006891969,0.00575023,0.0000418531,0.00002853085,0.0001521238,0.0007649575,0.00009149982,0.00009183692,0.04002818,0.9516329,0.0002420157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.149011,0.0002136699,0.07184827,0.01979182,0.006154748,0.001339231,0.0000144501,0.0003468855,0.7512799],"genre_scores_gemma":[0.8388987,0.001429482,0.00478524,0.001121505,0.0007711528,0.00003928048,9.676296e-7,0.00002904545,0.1529247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7942825,"threshold_uncertainty_score":0.9989178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10524197550796,"score_gpt":0.3893712266909271,"score_spread":0.2841292511829671,"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."}}