{"id":"W3129011421","doi":"10.5539/jsd.v14n1p84","title":"Sustainable Program Management: Hierarchical Causal Systems","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux Cavendish; Cystic Fibrosis Canada","funders":"","keywords":"Maslow's hierarchy of needs; Sustainability; Transparency (behavior); Hierarchy; Accountability; Context (archaeology); Process management; Computer science; Sustainable development; Conceptual framework; Business; Management science; Conceptual model; Knowledge management; Environmental resource management; Sociology; Political science; Economics; Psychology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001321992,0.0004108628,0.0005235112,0.0003195717,0.0005644073,0.000325557,0.0005936223,0.0001562798,0.001275102],"category_scores_gemma":[0.0001153437,0.0003803951,0.0001596856,0.001240338,0.0002144192,0.0009447974,0.001256149,0.0004540678,0.0002188955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094229,"about_ca_system_score_gemma":0.0005011081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000779282,"about_ca_topic_score_gemma":0.000003513425,"domain_scores_codex":[0.9953091,0.0001567059,0.001141064,0.000474323,0.001286486,0.001632291],"domain_scores_gemma":[0.9984193,0.00005606674,0.0004450933,0.0003647814,0.0002049811,0.0005097861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00123335,0.008889155,0.115098,0.005051532,0.002675871,0.3118916,0.02355904,0.02490791,0.001022005,0.1181567,0.2392643,0.1482505],"study_design_scores_gemma":[0.00150552,0.0001704622,0.06418052,0.00006333027,0.00006545455,0.0008398755,0.07240353,0.00007043033,0.001118396,0.00166751,0.8573156,0.0005993596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068263,0.0007891319,0.000760027,0.0007527638,0.000426112,0.001237924,8.215016e-7,0.0001012039,0.0891057],"genre_scores_gemma":[0.7279752,0.000230516,0.01757663,0.0003283503,0.0001784166,0.0001603852,0.00002007836,0.00007504629,0.2534554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6180514,"threshold_uncertainty_score":0.9998648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007555526459638118,"score_gpt":0.2262122263581003,"score_spread":0.2186566998984622,"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."}}