{"id":"W2906159507","doi":"10.3390/jrfm12010003","title":"Factors, Outcome, and the Solutions of Supply Chain Finance: Review and the Future Directions","year":2018,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supply chain; Supply chain management; Supply chain risk management; Service management; Finance; Product (mathematics); Business; Outcome (game theory); Demand chain; Industrial organization; Limiting; Economics; Marketing; Microeconomics; Engineering","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":[0.003249857,0.001014975,0.001638589,0.003881398,0.0005476588,0.003397904,0.001115323,0.00212717,0.003057443],"category_scores_gemma":[0.007058355,0.0004189326,0.001210817,0.006671456,0.001664873,0.004411282,0.0009964516,0.001410035,0.0004998811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001967895,"about_ca_system_score_gemma":0.005320423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159563,"about_ca_topic_score_gemma":0.004464555,"domain_scores_codex":[0.9986342,0.0004467686,0.0002928935,0.0002086268,0.0003214297,0.00009616397],"domain_scores_gemma":[0.9904129,0.006989842,0.001313991,0.00009955776,0.001040337,0.0001435052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001107038,0.0001224046,0.002371495,0.08197077,0.0003360483,0.0003277769,0.0007588284,0.0008288009,0.0003003124,0.02576781,0.009912792,0.8771923],"study_design_scores_gemma":[0.0000361206,0.0002838497,0.00988284,0.1235698,0.001696919,0.00224771,0.004231486,0.001305409,0.0009838191,0.03301531,0.8225933,0.0001534121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000342998,0.9975726,0.0002383529,0.001123376,0.0001318746,0.000007803046,0.0000108737,0.000002566422,0.0005695679],"genre_scores_gemma":[0.003318247,0.9958878,0.0002704285,0.0001878951,0.0002053838,0.000008796243,0.00001434261,0.000001114983,0.0001060007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003881398,"threshold_uncertainty_score":0.01718706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009772093216752506,"score_gpt":0.2089371774469575,"score_spread":0.199165084230205,"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."}}