{"id":"W4213408059","doi":"","title":"The rigor-relevance gap in Project Management research: It's time to stop the lament and think and act reflexively","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université du Québec en Outaouais","funders":"","keywords":"Lament; Relevance (law); Rigour; Psychology; Epistemology; Computer science; Political science; Philosophy; Art; Literature; Law","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3966408,0.001293824,0.003416982,0.007327511,0.01086561,0.0433862,0.006538318,0.01630688,0.003177935],"category_scores_gemma":[0.408139,0.001515038,0.001516627,0.00696403,0.1336488,0.05757786,0.02184893,0.02436636,0.00183905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01327729,"about_ca_system_score_gemma":0.04177562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469583,"about_ca_topic_score_gemma":0.00192822,"domain_scores_codex":[0.5618119,0.3496161,0.0158933,0.0174149,0.051216,0.004047749],"domain_scores_gemma":[0.3287144,0.5755289,0.02381438,0.04211671,0.02266704,0.007158434],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001375811,0.0001431281,0.002014301,0.002535329,0.0001547318,0.0002576843,0.08412203,0.0008801921,0.0007581077,0.8192672,0.01245031,0.07727934],"study_design_scores_gemma":[0.00006253977,0.0001142632,0.0006337617,0.002817826,0.00003532133,0.0001633581,0.01881744,0.0006980124,0.0005033906,0.9257938,0.0502708,0.00008961024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0169515,0.04224488,0.1332849,0.7772697,0.004470547,0.0002886888,0.00007835779,0.0003021073,0.0251094],"genre_scores_gemma":[0.7611067,0.02915987,0.1267511,0.06727914,0.006846919,0.001991845,0.0001473582,0.0007310425,0.005985988],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6033592,"threshold_uncertainty_score":0.7440493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122060699601574,"score_gpt":0.3830850861814283,"score_spread":0.2610243865798543,"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."}}