{"id":"W4327971405","doi":"10.31009/leap.2022.v9.05","title":"Which Projects Count?","year":2023,"lang":"en","type":"article","venue":"Law Ethics and Philosophy","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","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":[0.004330096,0.0001048822,0.0001456518,0.0002053157,0.0006006787,0.0003245641,0.0002914552,0.0001284621,0.0001661945],"category_scores_gemma":[0.0006471757,0.00007945295,0.00003812281,0.001624102,0.0001758589,0.0003073528,0.0001981593,0.000510747,0.000753016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005613511,"about_ca_system_score_gemma":0.00005327703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006594614,"about_ca_topic_score_gemma":0.0003017246,"domain_scores_codex":[0.9980758,0.0001358096,0.0002794649,0.0003694729,0.000950192,0.0001892718],"domain_scores_gemma":[0.9981782,0.001006497,0.00008720046,0.0003594331,0.000304719,0.0000639681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001139019,0.000005287161,0.003762776,0.00002071572,0.000007717829,0.000002116586,0.001143954,0.000008692769,0.00001362115,0.9886442,0.002725315,0.003654184],"study_design_scores_gemma":[0.000151014,0.00003135487,0.001440647,0.00001336475,0.000004210363,0.000003477404,0.0001538808,0.001418033,0.00002574302,0.7007864,0.2958664,0.000105548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1149536,0.00009123522,0.0001047066,0.05839588,0.001424947,0.0003137432,0.00002435986,0.0002603922,0.8244312],"genre_scores_gemma":[0.9955226,0.0002098219,0.00009849986,0.002072137,0.0002559337,0.00001225304,0.000006702608,0.000008011874,0.001814068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.880569,"threshold_uncertainty_score":0.9678749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2848818620251964,"score_gpt":0.4167742333352689,"score_spread":0.1318923713100725,"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."}}