{"id":"W2379056845","doi":"","title":"Supervising Mechanism Comparison of Government Project Construction Standards among China,the United States and Canada","year":2010,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Government (linguistics); Mechanism (biology); Perfection; Process (computing); Engineering management; Business; Engineering; Construction engineering; Political science; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005604682,0.0001218473,0.0002709022,0.0002278385,0.0004979546,0.0003318269,0.0004467229,0.00004772008,0.0005006907],"category_scores_gemma":[0.001157019,0.00007977442,0.0000184668,0.0007489797,0.0005207222,0.0003531175,0.0003314904,0.0002792366,0.000001749744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023184,"about_ca_system_score_gemma":0.0002785096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2428353,"about_ca_topic_score_gemma":0.355455,"domain_scores_codex":[0.9953352,0.0003522551,0.0005922549,0.0003285827,0.003065457,0.0003262597],"domain_scores_gemma":[0.9981242,0.0005589628,0.0002242254,0.0004494305,0.000584895,0.00005826966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001026284,0.00008343239,0.09373499,0.0002217786,0.00009050268,0.000008902928,0.003885459,0.0004078908,0.671215,0.0404729,0.006744642,0.1821082],"study_design_scores_gemma":[0.0009965828,0.0002479888,0.02537674,0.00006775193,0.0000139046,0.00001614636,0.02477343,0.003968001,0.8525132,0.01574048,0.07597994,0.0003058513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970996,0.00001329623,0.0003230776,0.0003326181,0.0009057078,0.0005313001,0.0002410937,0.00001348925,0.0005398635],"genre_scores_gemma":[0.9985235,0.0001180774,0.0009831758,0.00001415169,0.00004491923,0.00002850367,0.00001322469,0.000009449346,0.0002650493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1818024,"threshold_uncertainty_score":0.7622067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06975671134562945,"score_gpt":0.4248029631681429,"score_spread":0.3550462518225135,"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."}}