{"id":"W2977806441","doi":"10.5267/j.msl.2019.9.028","title":"Determinants of profitability: evidence from construction companies listed on Vietnam Securities Market","year":2019,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profitability index; Business; Security market; Private placement; Finance; Accounting; Financial system; Investment banking","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005886122,0.00008556448,0.0000947457,0.0009326209,0.0002851213,0.000481253,0.0001803338,0.0001592761,0.001144971],"category_scores_gemma":[0.002312216,0.00008694555,0.0001353855,0.001422263,0.0003757159,0.0003800001,0.000307768,0.0002600825,0.00009977711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006952725,"about_ca_system_score_gemma":0.001008556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04207931,"about_ca_topic_score_gemma":0.06428906,"domain_scores_codex":[0.9997014,0.00007632325,0.00002968636,0.00003547358,0.00009186179,0.00006521255],"domain_scores_gemma":[0.9960583,0.001185143,0.001666609,0.00007986168,0.0005474772,0.0004625468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001168073,0.00001805456,0.9970455,0.00001705797,0.00001029619,0.0001016136,0.0005421583,0.00003703867,0.00003999903,0.00009205468,0.0001708489,0.001913867],"study_design_scores_gemma":[8.852504e-7,0.00001773859,0.9980277,0.00001488242,0.000006602636,0.00004716988,0.001372003,0.0001228678,0.00003609194,0.0000196713,0.000332891,0.00000142515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987901,0.0001891484,0.00002161931,0.0001335159,0.000001726035,0.00000267915,0.0001646494,4.86125e-7,0.0006961595],"genre_scores_gemma":[0.9995261,0.0001648631,0.00001532694,0.00001184127,0.000003085373,0.000001334951,0.0001650307,3.134389e-7,0.0001119698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04207931,"threshold_uncertainty_score":0.08366883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130350175447337,"score_gpt":0.2157483883388166,"score_spread":0.2027133707940829,"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."}}