{"id":"W4396589091","doi":"10.33087/civronlit.v9i1.112","title":"Analisis Kinerja Konsultan Pengawas Dalam Pelaksanaan Proyek Konstruksi","year":2024,"lang":"en","type":"article","venue":"Jurnal Civronlit Unbari","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001632519,0.000376217,0.0004544215,0.000457524,0.001275538,0.00008897614,0.0004314716,0.0002915173,0.00250971],"category_scores_gemma":[0.0003211262,0.0003137054,0.0002240918,0.001040273,0.0001079641,0.000407482,0.000231254,0.001686855,0.00177351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006337313,"about_ca_system_score_gemma":0.001311436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003737967,"about_ca_topic_score_gemma":0.000458049,"domain_scores_codex":[0.9954368,0.0005999242,0.001251667,0.0006997699,0.0008589986,0.001152769],"domain_scores_gemma":[0.9975295,0.0008008655,0.0002132701,0.0005572739,0.0003085264,0.0005905855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005966894,0.0003467123,0.3187681,0.004250264,0.0004009657,0.0004016252,0.003948872,0.0001862664,0.00008579002,0.4768073,0.13876,0.05544737],"study_design_scores_gemma":[0.0009306952,0.0001934874,0.3700292,0.0007694105,0.0001285277,0.00001530293,0.002829603,0.003193361,0.000007051549,0.002708792,0.6187654,0.000429268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4520652,0.005560162,0.003588292,0.04714793,0.01099837,0.005198332,0.0006017983,0.001715714,0.4731242],"genre_scores_gemma":[0.9835113,0.0004574245,0.0007954808,0.00142665,0.002022072,0.0003210246,0.0002650186,0.00008210063,0.01111895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5314461,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05287456400530826,"score_gpt":0.4581500675072594,"score_spread":0.4052755035019511,"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."}}